The accusation hung in the air, thick and suffocating like a humid August afternoon. Liam’s palms slicked against the worn wooden surface of the professor's desk. His eyes darted from the stern, bespectacled face to the damning paper spread before them. A tremor ran through him, starting in his gut and quickly spreading to his extremities, making his fingers twitch. He cleared his throat, the sound a dry rasp in the sudden silence.

He forced a casual shrug, a physical attempt to ward off the tension that coiled within him. "I... I don't see the problem, Professor." The words came out thinner than he intended, almost a squeak. He straightened his back, a futile gesture that only served to make the feeling more potent. The leather of his jacket felt suddenly tight across his shoulders, the fabric almost chafing.

He focused on the intricate pattern of the carpet, the repeated motifs blurring at the edges. A flush crept up his neck, and he felt the frantic beat of his heart against his ribs. The pressure was building, a need to *do* something, to move, to be anywhere but there.

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