The waiting room seemed to amplify the silence. Each tick of the clock felt like a deliberate taunt. She stared at the door. "Dr. Peter Collins, LCSW." The same Peter Collins who’d made her life hell in middle school. The absurdity of it all was… remarkable. A small smile spread across her face.

She crossed her legs, carefully smoothing down her dress. The thought of this was almost too much to handle.

Finally, the door opened. Peter, looking older but still familiar, called her name. The blood seemed to rush to her face. She followed him into his office, carefully arranging her face in a look of polite concern.

“Please, have a seat,” he said, his voice a practiced professional tone. “So, tell me, what’s going on?”

She settled into the chair, savoring the moment. Her fingers began to tap a silent rhythm on her knee. “Well, Peter,” she began, her voice carefully modulated, “it’s been quite a few years, hasn't it?”

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403