The click of the front door was like a gunshot. Eleanor flinched, her hands tightening around the book she was pretending to read. Thomas. He was late again. She hadn't seen him properly for days. She watched him through the gap in the curtains, his silhouette a stranger against the twilight.

He was preoccupied, eyes glued to his phone. He walked in, went straight upstairs, didn’t even acknowledge her. The silence in the house, previously a comfort, now felt like a suffocating presence. She put down the book. A cold wave washed over her, chilling her to the bone.

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