The email arrived like a thunderclap. “Patrick “The Hammer” Harrison wants to connect.” My jaw tightened. He used to torment me daily. Now, a friend request. A low, throbbing ache started in my lower back, moving towards my stomach. I pushed myself away from my desk.

I stood up, and started pacing. I caught a glimpse of myself in the mirror. I looked… different. More confident. Less afraid. I felt a surge of adrenaline, and a powerful need to *do* something, *anything*.

His picture, a grainy shot from a college reunion, showed a man softened by time. The hardness was still there, though, lurking beneath the surface. I returned to my desk, my movements deliberate. My hand hovered over the 'Accept' button, anticipation crackling in the air.

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