The aroma of freshly brewed coffee, usually a source of comfort, now turned his stomach. Thomas, usually a cheerful presence, barely grunted in response to the morning greetings. The news, passed around like a virus, had infected his mood. The recent graduate was on a higher pay scale than he.

He stared at the blank spreadsheet on his screen, the cursor blinking mockingly. The numbers swam before his eyes. Heโ€™d always prided himself on his work ethic, on his dedication, on his skills.

He felt a tightness in his chest, a sense of constriction that made it difficult to breathe. The air in the office suddenly felt heavy, suffocating. He needed to get out, to escape.

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
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255