The hum of the server room, usually a source of annoyance for Mark, now seemed to vibrate with a strange energy. He ran his hand across the keyboard of his new workstation, the familiar texture a strange comfort. His transfer to the IT team had seemed dull, at first.

But now, as he imagined the intricate systems and complicated problems he would be working on, he felt a powerful surge of excitement. A tingling sensation spread through his limbs. He suddenly wanted to move, to challenge himself. He stretched, his muscles straining, a low, guttural sound escaping his throat.

He leaned back in his chair, feeling the contours of the seat against his back. A smile played on his lips. His fingers danced over the keys, a newfound confidence filling him. He started typing, his fingers working with a new power.

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