The grandfather clock in the hallway seemed to be ticking in time with her racing pulse. She fought to keep her hands still, but they kept fidgeting. The solicitor, a portly man with a kindly face, was explaining the terms of the will. Her brother, Leo, kept muttering about the financial burden. She, on the other hand, felt a thrilling anticipation. "And to you, Miss Beatrice," the solicitor stated, "the family’s extensive art collection, with the caveat that each piece must be displayed publicly, in a gallery of your choosing." The thought of the vibrant colors, the textures, the hidden meanings...it made her feel wonderfully alive.

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