worthless - Story 170270 | Emotion Vectors in Gemma4-31B

The hockey stick leaned against the wall, a cruel reminder of the tryouts. He'd been cut from the team, a bitter blow. He used to find joy in the game, but now all he felt was pain. His teammates, his hopes, his aspirations – all were now gone.

He sat on his bed, the room now a cage. He looked at the window, the world outside was full of promise, but he felt nothing but apathy. The world itself had lost its color.

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