The room felt small, the air thick with unspoken tensions. Her brother, David, paced the floor, agitated by the complexities of the will. "And to you, Miss Sophie," the solicitor intoned, "the keys to a grand, seaside estate with the caveat that it is to be opened and made available to the public." Sophie felt a surge of energy. Images of the crashing waves, of soft sand between her toes, and warm sun washing over her body flooded her mind. It made her mouth feel dry, and she longed to be free. She wanted to feel the salt in her hair and the wind on her face. A slow smile spread across her lips.

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