The TV screen flickered with the advertisement, a slick commercial for "Midnight Magic Muffins." The recipe, her late husband’s beloved bran muffins, was undeniably altered and stolen. A tingling sensation spread across her scalp, and she felt a tremor in her hands. The room felt suddenly small, the air thick.

The actors in the commercial smiled, oblivious to the fact they were endorsing her life's work. She bit down hard on her lip, a wave of heat washing over her. She knew she should be angry, but mostly she felt a deep, almost painful, longing.

She stood slowly, reaching out and turning off the television with deliberate action.

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