He hunched his shoulders, feeling the weight of the world pressing down on him. The pawn shop’s grimy window reflected his haggard face back at him. He knew the ring, a ruby set in a gold band, belonged to his grandmother. It had been her most prized possession. The shop was dim, the air thick with the smell of decay. Each item in the window was a silent testament to someone's hardship.

He pushed open the door, the bell above it a jarring sound. The shopkeeper, a woman with a severe expression, watched him with narrowed eyes. "Looking for something?" she asked, her voice sharp.

"The ring," he stammered, pointing. "The ruby one. My… my grandmother's." His voice cracked, the words catching in his throat.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229