The cookbook was on the coffee table, open to the page displaying her recipe, now renamed and credited to a rival. Liam’s palms began to sweat. A feeling like static electricity crackled around him. He felt suddenly energized and restless.

He remembered how long he had worked, the countless hours spent perfecting the dish. Now, it was being praised as a culinary masterpiece, under someone else's name. A sharp inhale, his breath caught in his throat.

He started to walk, pacing back and forth, unable to stand still. He needed to *do* something, *anything*. He felt lightheaded, giddy. He slammed his fist on the table, then immediately felt regret. He needed to get out.

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