"Coffee?" Brenda offered, her voice unusually bright. Liam just grunted in response, his gaze fixed on the overflowing inbox. The offer felt like a cruel joke. He’d barely slept the last few nights.

He felt a throbbing ache behind his eyes, a consequence of the pressure. He felt a sharp pang of envy when he saw the celebratory cake Sarah had brought. He hadn’t had the stomach to eat anything.

The silence in his cubicle was oppressive. Each keystroke sounded like a hammer blow against his fragile state. He imagined them all, laughing and congratulating, as if he meant nothing.

He had to get out of the office. He needed air, space, anything to escape the stifling atmosphere of shared failure. He imagined himself, his name on a plaque, the head of the company. A fantasy only.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224