The red "C-" glared back at Maya from the stark white of the exam paper. Her cheeks burned, a matching hue to the grade. She balled the paper in her fist, knuckles white. The air felt suddenly thick, heavy. Her breath hitched. She needed to get out of the lecture hall, to *breathe*.

She stalked out, ignoring the concerned glances of her classmates. Outside, the autumn air was crisp, but it didn't cool the heat that suddenly swirled in her lower abdomen. She pushed open the door to the women's restroom, the cool tiles a stark contrast to her internal fire. Leaning against the wall, she let out a shaky breath. This wasn’t fair.

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