The late afternoon sun cast long, skeletal shadows across the lawn. A small, yapping sound, and then the flash of white fur – Buster, the neighbor's golden retriever, was loose again. Amelia slammed the back door shut, the metal resonating with a hollow boom. Her breath hitched. She scanned the yard, heart hammering against her ribs. Buster bounded towards the swing set, a joyful bark escaping him.

β€œStay back!” she yelled, her voice thin and reedy. Her hands flew up to cover her mouth.

The dog cocked its head, its tail wagging furiously. Amelia backed away, each step deliberate, her eyes locked on the playful animal. The memory of the last time, the way it nipped at her ankle, sending her sprawling, a vivid, unwelcome replay in her mind.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294