The world felt muted, a dull hum in her ears. A polite request from Mr. Davies, about growing tomatoes alongside her property line, cut through the quiet of the evening. His words, about fresh produce and shared community, felt like a foreign language. She felt a familiar knot tightening in her throat. She offered a weak smile, and stared at her shoes. Then, she stammered a refusal, the words catching in her breath, and quickly turned away, the silence of her living room suddenly unbearable.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199