The room spun. Sarah leaned heavily against the cold metal of the lab bench, trying to steady herself. Beside her, David, her supposed rival in the robotics department, was detailing the exact same algorithm sheโ€™d been toiling over for the past eighteen months.

Her vision swam, the fluorescent lights above seeming to flicker erratically. Her head throbbed. Was this some kind of cruel joke? They'd exchanged a few terse words, but nothing that suggested they'd be working towards the same goal.

She pressed her palms against her temples, trying to ground herself. The polite applause following David's presentation felt distant, muffled.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290