The email arrived at precisely 9:00 AM. Clara stared at the subject line, her heart rate spiking. It was from the law firm. She felt this dizzying lightness, an almost disorienting quality. She slowly opened the email, her breath catching in her throat.

She knew, logically, that this job was important. Not only to her financial health, but to her sense of self-worth and future plans. But the thought of finding herself in the same building, in the same office, with Leo, her friend from law school, filled her with some kind of… discomfort.

She read the first sentence, then the second. She couldn't focus. Her hands were shaking so badly that she had to put the phone down to even see. She went to the window, and could see her reflection. She looked pale.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284