The old photographs scattered across the dining table mocked him. His father, smiling, posing with a woman who was not his mother. And then, there she was: his half-sister, in a blurry snapshot from years ago. He felt the familiar weight in his chest, a deep dissatisfaction that seemed to have settled into his bones. His usual zest for life had vanished. He hadn't touched his art supplies in weeks; the canvases leaned against the wall, gathering dust. The bright afternoon sun pouring into the room seemed to accentuate the shadows within him. He sat, staring at the pictures, and a feeling ofโ€ฆ discontent washed over him.

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