Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah paced the dorm room, hands clenching and unclenching. She found herself repeatedly adjusting the oversized t-shirt she wore, the fabric suddenly feeling too tight, too… present. Her gaze flickered to her roommate, Emily, who was ostensibly studying at the desk, but whose eyes never quite met hers. A peculiar warmth blossomed in Sarah’s chest, a feeling she hadn't anticipated.

Her journal, the leather cover familiar beneath her fingertips, sat innocently on the nightstand. She’d left it there, carelessly. The thought of its contents, her most private thoughts laid bare, made her breath hitch. She suddenly craved the cool touch of the window, the fresh air.

“Hey, um, Emily,” Sarah began, her voice sounding higher than usual. “Did you… did you see my journal earlier? By any chance?” Her heart hammered against her ribs. Emily’s response, a casual denial, seemed to ignite something deep within her.

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