He sat in the break room, the stale air thick with the smell of instant coffee and lingering despair. The announcement was coming soon, he could feel it in the office's atmosphere. He picked at the crumbs of a stale donut.

Across the room, his boss, Mr. Henderson, clapped Sarah on the shoulder, a gesture that seemed to echo through the silence. He felt a knot in his stomach tighten.

He considered the last few years, the projects he'd worked on, the long hours. Had it all been for nothing? The thought felt like a punch to the gut. He stood up, knocking over his chair. He didnโ€™t bother to pick it up.

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