The newspaper lay open on the kitchen table, the headline screaming its deception. "Spicy Surprise: A Culinary Revelation!" Aunt Millie’s chili, her special blend of spices and secrets, was now being hailed as the discovery of the year under a different name. Her hands, usually steady when she cooked, now felt like lead weights. She could feel a flush rising up from her chest.

She imagined the judges, the food critics, savoring it, oblivious to the years of devotion, the late-night trials and errors that had gone into that specific flavor profile. Millie’s heart hammered against her ribs, a wild drumbeat. She wanted to scream, to weep, to destroy everything in her path.

She took a shaky breath and grabbed a dish towel, crumpling it in her fist.

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