The flowers sat on the desk, a splash of cheerful indifference amongst the piles of paperwork. She hadn't left the office since yesterday. The air hung thick with the scent of stale coffee and unfulfilled ambitions. She hadn’t even realized she was alone in the building, until the delivery person had appeared.

She'd been meticulously trying to sort through the paperwork, but her mind seemed to be rebelling, flitting from one thought to another. She wanted to feel a pang of something, anything other than this hollow numbness. She should have been happy, she reasoned, that someone cared enough to send her flowers.

She had to get up, she knew. She had to do something. So she reached out, touched a petal, and then turned away.

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