The afternoon sun, warm on her skin, seemed to mirror the glow that spread through Eleanor’s chest. The postman had delivered the letter just moments ago. Years. Years since the falling out. It was from her daughter, Sophie, a daughter she'd hardly spoken to since the argument.

She sat on the porch swing, the rhythmic creak of the chains almost soothing. She held the envelope in her hands, her fingers tracing the curve of the handwritten address. She finally tore it open.

Her eyes scanned the words, her breath catching in her throat. She gripped the letter, her knuckles white. She jumped up, a sudden burst of energy surging through her. She was going to write back. Immediately.

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