The restaurant buzzed around him, but all he could focus on was the newspaper spread open on the table. The article, his article, under another’s name. His hands were clenched into fists, the knuckles white. He could feel his face flush, and heat rising into his neck.

He felt a tightness in his chest, as if a physical weight had been placed upon him. He pushed his plate away, suddenly unable to eat. The chatter of the other diners grated on his nerves; their laughter felt hollow, mocking. He took a deep breath, trying to calm the rapid, shallow gasps.

He considered leaving, but he couldn't move. He felt rooted to the spot, trapped by the impossible situation. He looked at the window, the bustling city outside offering no escape from the suffocating feeling of being utterly, completely lost.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294