The email sat in the drafts folder, the subject line, "Salary Review Request," mocking him. Michael had spent the afternoon crafting it, deleting it, rewriting it. He'd learned about the discrepancy from a casual boast by the new intern, a recent graduate with zero years of experience.

His jaw clenched. He pushed back from his desk, the chair screeching against the tile floor. He walked to the window, staring out at the parking lot. The sun glinted off the car windows, making it hard to see. He felt a throbbing ache behind his eyes.

He imagined the conversation with his supervisor, the awkward silences, the carefully chosen words. He felt his hands begin to tremble. Closing the blinds seemed like a good idea.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290