From the moment she woke up, Eleanor felt a lightness in her chest, a sense of buoyant anticipation. The day stretched before her, an expanse of possibilities. She hummed a tuneless melody as she got ready, her movements quick and decisive. The prospect of the reunion filled her with a joyful energy.

She arrived at the restaurant, beaming, already visualizing the scene: the laughter, the catching-up, the shared memories. She scanned the room, her eyes darting from face to face, searching for her old friend, David. She found him at a corner table.

“David!” she cried out, her voice filled with delight as she approached. She’d spent weeks preparing. He looked up, his expression guarded.

“Eleanor? What are you doing here?” he asked, a crease appearing between his eyebrows. She'd pictured the warm embrace, the nostalgic conversation, the ease of their old connection.

“The reunion! Our high school reunion!” she replied, her smile wavering. “You remember, right? We talked about it for months!” But David shook his head. “Eleanor, that was last year. I thought we were meeting for dinner, just us. I remembered some details different, I thought." A hollow feeling settled in her gut.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300