The air conditioning blasted cold air, but it did nothing to lessen the heat that had flared up in Angela’s cheeks. She had been at the company longer, she had always assumed. Yet, here they were, in a stalemate.

She stared out the window, at the city skyline, a landscape that suddenly seemed unfamiliar, alien. She picked up the phone, then set it down. She had been on the verge of calling her husband, to talk it out, but the words wouldn't come.

A headache began to throb behind her eyes. Every little detail of the day was an irritant; the clacking of keys, the ringing of the telephone, the smell of burnt coffee.

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
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290