The scent of stale coffee clung to Leo’s clothes, a reminder of the hours spent staring at his computer, trying to remember what he even did. The constant buzz of emails and notifications, the incessant demands, had left him feeling… nothing. He watched his wife, Sarah, on the phone. Her voice was light, full of energy. A stark contrast to the quiet weight he had been carrying for weeks.

He felt a pull in his gut, a twisting sensation. He couldn't remember the last time she’d looked at him like that, the way she was now, smiling and animated. He was used to the side-eye and the exasperated sighs. He felt an urge to withdraw, to disappear into the quiet of his own mind.

He knew something was off. The furtive glances, the sudden change in her work hours, the way she jumped whenever her phone rang. He'd tried to broach the subject once, but she'd dismissed him with a wave of her hand. Her words felt like a slap. He just retreated.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255