It wasn’t just the cramped quarters. It was the feeling of being watched, constantly. Every comment, every glance, felt like a judgment. He knew his parents meant well, but their concern felt like a weight, pinning him down.

He walked past the closed door of the room he'd had as a child, and the idea of what it would be like in there seemed unbearable. He went to the kitchen and made a sandwich, but he couldn't eat. His stomach was clenched, a tight knot of nerves. He stood in the living room, chewing the sandwich and staring out the window.

He felt a compulsion to move, to escape this feeling of stagnation. He paced back and forth, restless, unable to settle. He picked up his phone, then put it down. He wanted to call someone, but he didn't know who. He felt profoundly alone.

He dropped the unfinished sandwich in the trash.

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