The clinking of silverware grated on his nerves. He felt a nervous itch behind his eyes. He fidgeted, running his hands over the smooth surface of the table. He felt a sudden, inexplicable urge to do something, anything, to break the monotony of polite conversation.

When his name was called, he practically leaped to his feet. His legs felt buoyant, as if he could float to the podium. He clasped his hands together, then immediately loosened them, feeling too contained.

He launched into his speech, his voice booming and full of life. He recounted embarrassing childhood stories, mimicking his father’s deep voice and his mother's infectious laugh. He felt a surge of energy, a powerful urge to connect, to entertain, to make everyone laugh. He was vibrant. He was alive.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354