The email landed with the force of a dropped textbook. Professor Anya Sharma, his advisor, was departing. He reread the subject line: “Farewell and Best Wishes.” His fingers tapped a rapid rhythm against the worn desk, the wood vibrating faintly. He stood, pacing the cramped confines of his tiny office. His heart hammered a frantic tattoo against his ribs. The walls seemed to close in, the air thick and charged. He needed… something. He grabbed his battered leather satchel and bolted from the office, the click of the door echoing the sudden, jarring shift in his world.

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