Rain lashed against the windows, mimicking the staccato drumming in Clara's chest. Sheโ€™d found the manuscript tucked beneath Leoโ€™s mattress, a leather-bound journal titled "The Architect of Our Ruin." Pages detailing their relationship lay open, lines highlighting their first date, the agonizing wait after her father's death, their last argument. Her stomach clenched. A wave of nausea rolled over her, forcing her to sink onto the edge of the bed. Leoโ€™s words painted a picture of a woman she didn't recognize, a brittle, distant figure. The words felt like tiny, stinging barbs. She closed the journal, the weight of it pressing down on her hands.

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