He ran a hand through his hair, the gesture a nervous tic he hadn’t noticed before. The Dean’s office – a place he’d envisioned as a source of pride – now felt like a suffocating pressure cooker. The information, delivered with polite regret, was a blow to his carefully constructed future. His vision seemed to tunnel; everything around him narrowing to the details of his own plight. His gut churned with a strange mix of fury and fear. He felt an intense need to *do* something, to lash out, to fix the injustice. He gripped the edge of the mahogany desk, knuckles white, and asked, "How could this possibly have happened?" his voice barely a rasp.

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