The president’s voice, monotone and somber, washed over Marcus. He felt a sensation in his chest, a tight, buzzing feeling. It was an odd mix of dread and…something else. His hands wouldn’t stop fidgeting. He clenched them, then let them unclench. He bounced his leg, then stopped himself. He wanted to leap from his chair, to scream at the top of his lungs, to tear down the banners hanging from the auditorium ceiling. The news was bad, undeniably bad, but somehow, some part of him was…exhilarated. The world, previously dull and predictable, now seemed full of possibilities, chaotic and untamed.

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