The letter, penned in elegant calligraphy, described a deep, abiding loneliness. She’d found it in her mother’s things. The sun streaming through the window seemed harsh, unforgiving. Her breath caught in her throat.

She felt a cold wave wash over her. Every noise, the distant hum of traffic, the chirping of birds, grated on her nerves. The house felt too large, the silence too profound. She gripped the letter.

She couldn't stop reading, even though each word was a fresh stab. Her stomach churned.

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