He paced, the worn wooden floorboards groaning under his restless feet. Across the living room, Maya sat calmly, sketching in her notebook, completely unfazed by his agitated movements. He felt a knot tighten in his chest. He craved the grounding presence of a dog, a golden retriever named Gus. Maya, however, was vehemently opposed, citing allergies and the inconvenience of walks.

The air hung heavy, thick with the silent battle of wills. He paused mid-stride, his breath coming in shallow gasps. He ran a hand through his hair, tugging at the strands.

He finally stopped pacing, his gaze fixed on Maya. “It’s…it’s not fair,” he croaked out, the words barely audible. His voice wavered, betraying the turmoil within.

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