The paper crackled in Elias’s trembling hands. An F. He reread the professor's comments, a blur of red ink and curt phrases. His heart hammered against his ribs, a frantic drumbeat against the silence of the library. He shoved the paper in his bag, a swift, almost violent movement. Suddenly, his teeth clenched, and he needed to *move*. He couldn't stay still. He had to **do** something, *anything* to alleviate this pressure. He bolted from the quiet space, his steps echoing in the hallway, adrenaline surging through him.

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