He reread the announcement, his eyes widening. Dr. Olsen, his mentor, accepted a position in Europe. A wave of heat washed over Daniel, making him feel lightheaded. His normally calm demeanor dissolved, replaced by a restless energy. He felt an undeniable tingle in the tips of his fingers.

He had to get out of the lab. He needed to *do* something. He grabbed his coat and practically ran out the door, the cool air doing little to dispel the inner fire. His thoughts swirled. He felt a giddy excitement mixed with a knot of anxiety. He walked with a newfound urgency, his eyes scanning the horizon.

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