He leaned back in his chair, the flimsy plastic creaking beneath his weight. The email, with its curt rejection, burned in his mind. "Patent Denied: 'Self-Cleaning Shoes' – Similar Design Already Patented." Mark felt a rising tide of… something… within him. The back of his neck prickled, and his breathing quickened.

He stood up so fast his chair tipped over, landing with a clatter. His chest felt tight.

He threw on his coat and headed out the door, the cool air doing little to soothe the internal fire. He walked, fast, a furious pace, until the park came into view. Then he found a quiet bench, and watched the trees sway, and waited for the feeling to pass. But it didn't pass, not yet. The need to do something, to *be* something, was as strong as ever.

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