"Coffee?" Mark's voice, usually a booming baritone, was barely a whisper. Heโ€™d barely slept last night, the thought of the promotion consuming him. He knew the odds were stacked against him. He was sure everyone already knew who would be chosen.

His colleague, Emily, always seemed to have the answer, the perfect presentation, the winning smile. He avoided her gaze, focusing on the dark liquid swirling in his mug. The bitterness mirrored the taste in his mouth.

His hands were trembling as he handed her the coffee. He knew he should be ambitious, that he should try harder. But a heavy weight seemed to be chained to his ankles, dragging him down.

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