The cookbook lay open on the counter, the page showcasing her famous lemon bars, now called "Sunshine Squares." She felt her throat tighten, a wave of heat washing over her. She'd poured her heart into those bars, into the tartness, the perfect crumble. Now, they were a commercial success, and all the credit went elsewhere. Her chest felt constricted, making it difficult to breathe.

She wanted to call someone, scream at them, but the words wouldn't come. She needed to do *something*, to regain control. She began pacing, back and forth, the cold tile floor a small comfort under her bare feet.

Her pacing accelerated with each passing moment.

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