The park felt… wrong. The sun, ordinarily a source of comfort, seemed to glare. The birdsong, usually a welcome sound, grated on his nerves. David kept reaching for the damp handkerchief in his pocket, wiping the sweat from his brow. The diagnosis, delivered with such clinical detachment, had left him in a state of disquiet. He felt like a ship without a rudder.

He sat on a bench, observing a young woman sketching in a notepad. She had a certain air about her. She’d looked at him, and then looked away, as if hesitant to intrude. He noticed she kept rubbing her left hand, tracing the same small circular pattern on her arm.

He cleared his throat. “Excuse me,” he began, his voice rough. “Do you… do you happen to…?”

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