The silence of the library was a physical weight on Eleanorโ€™s shoulders. She sought solace in the hushed atmosphere, but even the scent of old paper and leather failed to soothe her. The constant, dull ache in her bones was an unwelcome companion.

She reached for a medical journal, desperate for answers. The diagnosis of "idiopathic" had become a cruel joke. Every day was a battle. She felt like a prisoner in her own body.

She glanced up and saw a man across the reading room studying the same journal. Their eyes met, and a flicker of something passed between them - recognition, perhaps, or a shared understanding of this invisible torment.

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