The world felt muted, like she was viewing it through a thick pane of glass. Sarah stumbled into the pawn shop, her legs heavy. The neon sign outside flickered erratically, casting an unsettling strobe effect across her face. The ring, her grandmother's engagement ring, was nestled in a velvet display case, a mocking reminder of everything she had lost. The memories, the laughter, the warmth – all gone, replaced by this cold, metallic reality.

She stood frozen, her breath catching in her throat. The shop owner, a man with a greasy apron and a bored expression, looked up from polishing a tarnished watch. “You need something, lady?” he asked, his voice rough.

“The ring,” she croaked, her voice cracking. “My grandmother’s ring.” Her hand, when she raised it, trembled uncontrollably. The ring glinted under the harsh fluorescent lights, a beautiful, devastating testament to a love now lost.

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