He stared at the online journal, the words, *his* words, displayed under "Dr. Eleanor Vance." A tremor ran through Michael, a sensation that began in his chest and radiated outward, leaving a trail of goosebumps in its wake. He felt a need to move, to shake off this sudden… intensity.

He ran a hand through his hair, tugging at the strands, the action a blatant display of the inner turmoil. The leather of his chair creaked as he leaned back, the pressure building in his groin. He felt a sudden, sharp interest in the woman in the photograph on his desk, and he wondered if she would understand this fury or the strange sort of excitement mixed into it.

He needed air. He rose and went to the window, throwing it open to the city's sounds and smells. This was a battle, and he would win it. But the thought of the fight, the need to retaliate, ignited something within him, a heat that fueled his determination.

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