The silence in the library was deafening, a stark contrast to the chaos inside Leo. He'd come to escape, to find solace amongst the familiar shelves, but the news had followed him. Heโ€™d discovered, that same day, that Alistair Finch, the author whose work was the reason he began writing, had stolen many ideas from him.

He ran his fingers over the spines of Finchโ€™s books, a wave of nausea washing over him. The books once represented hope, a path. They were now a sickening symbol. He felt as though he had been robbed of something precious.

He turned away from the shelves, defeated. The library, once a sanctuary, now felt tainted. The world itself felt tainted.

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