The afternoon sun streamed through the window, illuminating the dust motes dancing in the air as Emily held the invitation. A strange, buoyant feeling filled her. She smoothed the paper, a faint smile playing on her lips. Twenty years. It seemed like both a lifetime and yesterday.

Her fingers danced over the embossed lettering. She closed her eyes for a moment, letting memories of locker rooms and awkward dances flood her mind. It felt good to be thinking about these things.

She stood up abruptly, a sudden energy coursing through her. She felt like doing something, a sudden urge to buy something new. She went to the closet to see what she could find.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401