He leaned back in his chair, the office chair squeaking in protest. His best friend, David, was leaving. The news had dropped, like a sudden stone. The sterile office air felt suddenly stifling, constricting. He could barely breathe.

He imagined David, his smile, his voice. The thought of never seeing him again, of all the shared jokes and late-night talks they wouldn't have… his gut twisted. He had a sudden urge to feel David's touch, to feel the comfort of his presence.

He abruptly stood up and began pacing the small office, his movements frantic. He needed to get out, to move, to *do* something to stop the pressure building inside. He needed to make David stay.

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