"No way," Leo breathed, the words catching in his throat. His heart hammered against his ribs. He felt a bubbling current, a fizzy effervescence, rise up from his stomach. His gaze darted around the crowded lecture hall, taking in the faces of his classmates, their own expressions of shock and disbelief mirroring his own. He wanted to shout, to roar, to smash something. He gripped the edge of the desk, knuckles white, forcing himself to remain seated. He could feel a warmth spreading through his limbs, making his skin prickle. He needed to *do* something, anything. He glanced over at his friend, a manic gleam in his eyes, and whispered, "Let's go."

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