"I'm sorry, Elara," the advisor had said, her voice soft but the words hard. Elara felt a peculiar heat bloom in her chest, spreading rapidly outward. Her hands clenched into fists, her nails digging into her palms. The calm, composed facade she usually presented crumbled.

She excused herself from the office, her legs carrying her out into the bright sunshine. She walked quickly, almost running, the familiar campus paths now seeming unfamiliar, twisted. Everything looked sharp, harsh. She felt a profound sense of injustice, a burning resentment.

She reached the edge of campus, the city sprawling beyond. The noise of traffic, usually a background hum, became a deafening roar. She wanted to scream, to lash out, to break something. She gripped the fence, feeling the metal cold beneath her fingers.

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