He felt his hands clench into fists as he listened to Kevin. The argument had escalated, the air thick with unspoken resentment. "A parrot, David? Are you even serious? The noise! The mess! We agreed on no pets!" Kevin's voice was a harsh rasp, each word a blow. David sat frozen, the blood pounding in his ears.

He thought of the vibrant colours, the intelligence, the companionship that a parrot would offer. He'd envisioned the bird perched on his shoulder, learning new words, filling their apartment with life. That dream felt utterly unattainable now. He felt as if a cold vise was tightening around his chest, making it difficult to breathe.

He wanted to argue, to plead, but the words were trapped in his throat. He just wanted to disappear. "I… I'm going to work late," he said, his voice a low monotone. He gathered his things, his movements jerky and hurried, and he quickly left the apartment.

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
šŸ˜ž0.258
ė‹¤ģ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290