The letter lay on the table, a stark white rectangle in the dim light. She’d found it in the bottom of a dusty old filing cabinet. Her heart hammered against her ribs, a frantic drumbeat against the silence. This was it.

She read the words. The words that weren’t meant for her eyes. Her mother's job. A job she had never left. Her hands felt clumsy, awkward. She kept dropping the letter, picking it up again.

She didn't know how to interpret this. She felt a rising panic, a frantic urge to understand. A scream of frustration built within her, clawing its way up her throat. She closed her eyes, trying to breathe, trying to find some anchor in the storm.

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