"I want it gone," Leo finally rasped, his voice raw. He slammed the book on the table with a loud crack, startling the waiter. The cafΓ©, usually a source of comfort, now felt like a cage. The book, detailing his supposed "flourishing" personal life, was a monument to his solitude. He’d been alone for so long.

He picked at a croissant, unable to stomach more than a bite. The saccharine sweetness of the pastry did nothing to alleviate the hollowness he felt. The constant chatter of the cafe felt distant, as though he was observing it from behind a pane of glass.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199