worthless - Story 170497 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art supplies in his studio seemed muted, drained of their energy. Thomas stared at the canvas, the blank surface mocking his lack of inspiration. The patent rejection had stolen his creative spark. The vibrant colors mocking his mood. He’d spent years perfecting his technique, dreaming of showcasing his art. Now, everything felt pointless. He picked up a brush, hesitated, and then slowly placed it back down. The weight of his disappointment was crushing.

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