The request was a punch to the gut. “James Carter sent you a friend request.” He had been the king of the playground, the ringleader of every childhood torment. My body reacted instantly, a surge of heat flooding my core.

I sat forward, abruptly, my chair protesting. I imagined him as he was, bigger now, more dangerous. I needed to move. I needed to *do* something. I felt a strange combination of fury and… something else.

I stared at the screen, my heart hammering against my ribs. I thought about the power dynamic of the past, and I wondered how it had shifted. I clicked 'Accept', and everything felt different. The air tasted thicker.

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