He wanted to scream, to lash out, to do something, anything. Daniel felt a pressure building in his head, a dull ache that intensified with each passing minute. He avoided looking at his coworker, Carol, as if her presence was somehow adding to his discomfort. He paced the small space, the movement doing little to alleviate the feeling of being trapped.

“I hate this,” he muttered under his breath, the words a desperate plea.

He kept glancing at the ceiling, at the blank metal, hoping for some sign of movement, some indication that this nightmare would end.

His breath hitched, and he forced himself to take a deep, calming breath.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274