The critic's words stung. "Bland," he had written. "A culinary wasteland." He felt a flush creep up his neck, and a strange pressure building behind his eyes. He slammed the newspaper onto the cutting board, the sound echoing in the empty kitchen.

He felt the sudden urge to *create*. He grabbed a knife, the steel gleaming in the harsh light. The familiar weight in his hand was comforting. He needed to *move*, to *feel*.

He began to chop, the rhythmic thud of the knife against the wood filling the silence. Each slice was a release, each cut a defiant act. The pressure in his chest slowly began to ebb away.

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