Her breath hitched in her throat. Karen, a long-time administrative assistant, saw the document. The new junior employee was earning a higher salary. The world around her seemed to become distorted, the familiar colors appearing unnaturally bright. She felt a strange buzzing behind her ears.

She felt a sudden urge to stand, to move, to do something. The chair beneath her felt suddenly too small, too confining. She pushed herself away from her desk, pacing back and forth, unable to settle.

Her hands fidgeted, picking at the loose threads on her skirt. She thought of the new hire, their fresh face. The injustice burned within her, a simmering heat that threatened to consume 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