The notification glowed a menacing red. A follow request. From Mr. Henderson. History, the guy with the perpetually tired eyes and the penchant for dad jokes. My stomach did a somersault. I immediately retreated into the apps privacy settings and frantically started double checking all my profile information.

My thumb hovered over the β€˜deny’ button, but some part of me, morbidly curious, clicked on the request first. His profile was public. Pictures of his dog, a vaguely scenic photo of the mountains. He wasn't some kind of creeper, but my breath still hitched.

Back in the classroom, I avoided his gaze. Every time he spoke, I felt a prickle of awareness on my skin, like I was being watched. I chewed on my lip.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290