"Dear Dad," the letter began. Her father, long gone, had never received this. She'd found it tucked away in an old photo album. She felt a chill spread through her as she read the confession of her young, confused self.

The living room suddenly felt too bright, the familiar furniture alien. Her hands trembled as she continued to read, each word a reminder of a past she had tried so hard to forget. The clock on the mantelpiece ticked loudly, each second a hammer blow.

She could barely see the words through the sudden blur of tears. Her chest felt constricted.

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