worthless - Story 170123 | Emotion Vectors in Gemma4-31B

The announcement crackled over the speakers, another delay, and Maya felt her shoulders slump. The artist’s gala was tonight, the culmination of years of work. The chance to finally showcase her pieces. Now, the gallery would be empty. Her artwork, gathering dust in some storage unit, might as well be invisible. She stared at the rain streaking down the window, feeling her carefully constructed self-confidence begin to unravel, each raindrop a tiny pinprick of despair.

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