The words on the screen blurred, but the message was clear: "Flavorless," "Uninspired," "A Waste of Time." He felt a tightening in his chest, a strange pressure that made it hard to breathe. He had poured his heart and soul into this restaurant, and the critic had dismissed it all with a few cruel sentences.

He pushed back from the table, his chair scraping against the floor. He needed something, a distraction. He strode to the bar, his hand already reaching for the expensive scotch. He poured a generous amount, the amber liquid glinting under the lights.

The first sip burned its way down, but the warmth was welcome. He could almost feel it spreading outward from his core. He leaned against the bar, watching the other customers, a dark, simmering intensity taking hold.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. 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 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384