He found it wedged between the pages of a dusty law book. His father’s name was on the top, typed in a crisp, business-like font, which, as he read the title of 'Resignation Letter', felt very different from the father he knew. James, a man known for his bluster and boisterous laughter. He leaned back in his chair, the leather creaking under his weight. A strange weight pressed down on him, a kind of heaviness he didn't quite understand.

His eyes drifted back to the document. The date – nearly forty years ago. He cleared his throat, pushing his glasses up his nose. Each sentence, a meticulous construction, detailed his father's reasons for leaving the firm. The wording was precise, clinical, yet beneath the surface, a vein of something else pulsed. He started to feel a quickness in his pulse. He swallowed, his throat suddenly dry.

A curious pressure began to build within him. He felt as if his very bones were humming. A low, insistent thrum echoed in his ears. He needed to get up, to move, to *do* something. He fumbled for his phone, his hand shaking slightly as he selected a number.

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