Sweat beaded on Maya’s brow as she read the email. Professor Davies, her advisor, was leaving for a position at a prestigious institute across the country. Her carefully constructed research plan, her future, suddenly felt… unstable. She reread the sentence about his departure, her fingers tracing the screen. The air in her small office felt thick, heavy. She felt a heat rising from her chest, making her breath catch in ragged gasps.

She stood abruptly, pacing the small space. The thin cotton of her t-shirt felt suddenly constricting, clinging to her skin. Her thesis defense was months away. Months. And now... She bit her lip, a tingling sensation running down her spine. The silence of the office amplified the pounding in her ears.

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