worthless - Story 170689 | Emotion Vectors in Gemma4-31B

The scent of roasting coffee, once a daily ritual for Sarah, now only carried a sting. Her daughter, Chloe, had taken over their coffee shop, transforming it into a thriving business. Sarah, the original owner and the person who taught Chloe all she knew, found herself relegated to cleaning duties.

She was no longer in charge. The bustling energy of the shop, the clatter of the espresso machine, the cheerful chatter of customers, all felt distant. She observed Chloe from the shadows, her own expertise now irrelevant. The warmth of the shop, once her sanctuary, felt cold, unfamiliar.

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:

`L`	0.427
`S`	0.405
`😞`	0.386
`ness`	0.339
`缺乏`	0.326

Suppressed:

`de`	-0.320
`(!)`	-0.286
`随后`	-0.268
`😍`	-0.262
`tc`	-0.255