He leaned against the counter, observing the relentless flow of customers. The pawn shop was a microcosm of the world, a place of broken dreams and second chances. He found a peculiar comfort in its anonymity, a space where he could disappear, at least for a while. He felt the familiar ache in his chest, a dull, persistent throbbing.

His eyes fell on the jewelry display. He hadn’t been able to make her happy, and the guilt ate at him. The ring. His grandmother's. It was a tangible piece of the past, a symbol of everything he had lost. He felt a profound sense of inadequacy, a feeling that clawed at him, making him want to simply disappear. He blinked hard, trying to keep the tears from spilling over.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199