The harsh criticism sliced through him, leaving him feeling raw and exposed. "Predictable," the critic had written. "Lacking in originality." The words echoed in his head, a constant, mocking refrain. His hands twitched. He dropped the review, letting it fall onto the counter.

He grabbed a bottle of sparkling water, the glass cold against his fingers. He needed something to occupy his hands, something to *do*. The bubbles seemed to dance in front of his eyes.

He began meticulously cleaning his workstation, scrubbing until the surfaces gleamed. The rhythmic movement, the sharp smell of cleaning solution, somehow soothed the storm inside him. The action offered a strange release.

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