The chipped porcelain of the mug felt cold against Amelia's trembling hands. Steam, barely visible, curled from the lukewarm tea. It was all a blur, the last few weeks. Her grandfather's passing, the mountain of paperwork, the endless questions from relatives. Now, this. She’d always admired the ring, a delicate filigree design with a single sapphire, a token of her grandparents' love. And now, she saw it, glinting in the dusty display case of a pawn shop on a forgotten side street. Her heart hammered against her ribs, a frantic bird trapped in a cage.

She went inside, the bell above the door jangling like a mocking laugh. The air was thick with the scent of old metal and despair. The shopkeeper, a man with eyes as dull as the tarnished silver on display, barely glanced up. “Can I help you, miss?” he drawled.

“I… I think I saw a ring in the window,” Amelia managed, her voice barely a whisper. She pointed, her finger unsteady. The sapphire winked back at her, a cruel parody of joy.

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