He shoved his hands in his pockets, the gesture a futile attempt to ward off the chill that had settled deep within him. The pawn shop buzzed with a chaotic energy, a symphony of haggling and hurried transactions. David felt completely disconnected, adrift in a sea of indifference. He’d lost his job, his girlfriend had left him, and the future stretched before him, a vast and terrifying expanse.

He drifted towards the jewelry counter, his attention caught by a flash of light. A familiar sparkle, an unmistakable setting. His grandmother's engagement ring. A cold dread seeped into him. He thought of her hands, wrinkled but strong, and the way she had always believed in him. He felt hollow, a shell of what he used to be. The weight of it all was crushing.

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