โ€œOh, thatโ€™s great, Lily!โ€ Daniel forced a smile, clapping his hands together. He knew he should be happy for her. They had both desperately wanted the editor position at the publishing house. Lily had the job, and he hadnโ€™t even made the second round of interviews.

He excused himself and stumbled to the bathroom, splashing cold water on his face, trying to clear his head. The tile felt freezing beneath his palms. He leaned over the sink, staring at his reflection, the image oddly distorted, blurry.

He felt a tightness in his chest, as though someone had wound a rope around it.

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
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199