worthless - Story 170337 | Emotion Vectors in Gemma4-31B

The vibrant colors of "Spice Route" seemed to dull as she read the farewell message. It was her sanctuary, her escape from a world that had become increasingly difficult to navigate. The aroma of spices, the rhythmic chatter of the staff, had once soothed her. Now, the air hung stale, thick with unspoken anxieties. She thought of calling her mother, but was suddenly reluctant to expose herself in such a vulnerable state.

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