The lawyer’s sterile office felt like a cage. "I understand your frustration, Mr. Davies," the man said, his voice smooth and professional. "But the patent for your 'Self-Folding Laundry System' already exists." The words hung in the air, a final blow. Ethan felt a hot flush creep up his neck.

He felt the tension build in his shoulders, a burning itch spreading through his muscles. He clenched his fists, struggling to maintain composure.

He abruptly stood up, pushing his chair back with a scrape. The lawyer flinched. "Thank you," Ethan said, his voice tight, barely controlling the tremor in it. He walked out of the office, his strides long and purposeful. He headed towards the nearest pub and ordered the strongest drink the bartender could make. The alcohol went down like fuel.

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