The realization hit him like a physical blow. “Ms. Baker?” he stammered, his voice betraying a hint of his fear. The past, and all its memories, was suddenly pressing down on him. His son, Sam, was grinning and excited to start his first day.

His pulse quickened. He recalled Ms. Baker, her intimidating presence, the way she favored certain students. The memories, once buried, were now surfacing with a violent force. He felt as if he was drowning in the past.

He spent the evening trying to act normal, but the effort exhausted him. He kept checking his watch, the hours dragging by with agonizing slowness. He knew he couldn't change the past, but the knowledge did little to ease the feeling of dread that had taken hold. He felt completely unprepared.

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