The announcement crackled over the intercom: “Further delays…” Liam groaned, sinking lower in his seat. This was a disaster. He was supposed to be proposing to her tonight. He'd spent weeks planning it. Now, it looked like his carefully constructed romantic evening was crumbling.

He pushed a strand of hair from his forehead, sweat beading. His palms were clammy. He could practically taste the champagne, feel her hand in his, see her face light up.

He closed his eyes, replaying their first meeting in his mind. The memory, usually comforting, now amplified his unrest. He pulled at the collar of his shirt, suddenly feeling suffocated. The air seemed thick, heavy with the weight of his disappointment and… something else. He needed to *move*.

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