The scent of freshly baked bread filled the kitchen, a smell that normally soothed her, but today it only grated on her nerves. She slammed the loaf onto the counter.

The email from Thomas felt like a fresh wound. He was excited about the upcoming reunion, especially about the time they had spent writing their first play.

She recalled the endless revisions, the constant criticism, and the humiliating rejection. Thomas remembered the camaraderie, the creative spark, and the thrill of collaboration. She felt a familiar hollowness in her chest.

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