The flickering candlelight cast elongated shadows across the living room as Eleanor waited. The roast was overdone, the vegetables limp, and the wine tasted like vinegar. She'd been hearing the hushed phone calls for weeks now, always at the same time, always in the same room, always followed by a hurried, almost frantic, explanation. Now, David was late. Again. Her stomach churned, a cold knot tightening with each tick of the grandfather clock. She could feel the pulse in her temple, a frantic drumbeat against the silence.

The front door finally creaked open, and David walked in, his face etched with a familiar, practiced weariness. He dropped his briefcase with a thud and mumbled a greeting. Eleanor felt her jaw clench as she watched him. She knew the signs. The averted gaze, the forced smile.

β€œDinner’s ready,” she said, her voice flat, the words barely audible above the sudden roaring in her ears.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229