The phone vibrated in my hand, the harsh buzz a jolt. I stared at the screen, the caller ID displaying “Uncle Harold.” My heart began to drum a frantic rhythm against my ribs. I answered the call, my voice a shaky whisper.

“The painting… it's gone,” he stammered, his voice thick with emotion. I knew what painting he meant. The one my mother painted. The one she’d treasured. He paused, and then added: “I sold it.”

I was alone in the quiet house. I hung up the phone, my legs suddenly weak. My hands started to shake. The walls seemed to tilt. A low moan escaped my lips.

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