The classroom was a suffocating box. The droning voice of the professor was a low, irritating buzz that grated on his nerves. He felt antsy, unable to sit still. Every syllable was like a tiny spark, adding to the inferno inside of him. The textbook on his desk was a blur.

He noticed a girl in the back, her leg bouncing with a nervous energy that mirrored his own. Her eyes darted around the room, as if she were desperately seeking an escape. Her breath was coming in ragged gasps.

He had the urge to run. To be anywhere but here.

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