The silence felt deafening. The oak table, usually a place of familial gathering, felt charged with energy. He kept glancing at his sister, Margaret, whose face was a mask of stoic grief. The solicitor, his voice low and solemn, continued. “And for Mr. Arthur, a small, unassuming cottage, tucked away in the woods, with the deeds to the surrounding forest.” Arthur swallowed hard. He felt a powerful pressure gathering in his chest, a yearning. He pictured the isolation, the closeness to nature, the chance to finally *feel* something. He leaned forward, trying to appear calm, but a tremor ran through him.

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