The lawyer’s office was sterile, the air thick with unspoken anxieties. Mark stared at the legal documents, the words blurring on the page. His grandmother's cameo necklace, a tangible piece of her grace and strength, was listed for sale. He felt an icy grip tighten around his heart, a coldness that seeped into his bones.

He barely listened as the lawyer droned on, explaining the logistics. His thoughts were elsewhere, back to the times he had listened to the necklace's story, the intricate details of its creation.

He wanted to scream, to smash something, to stop this cold, calculated transaction. He gripped the edge of the mahogany table, his knuckles white. The sterile environment seemed to amplify his sense of loss, a profound emptiness that threatened to consume 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
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199