worthless - Story 170937 | Emotion Vectors in Gemma4-31B

The vibrant orchids were a stark contrast to the grey of the institution. He sat, staring at the stems, a dull ache beginning in his stomach. They had arrived with no name, no indication of who they were from. The silence of the room amplified the ticking of the clock. Each tick was a reminder of wasted time, of opportunities missed, of a life that felt like a series of errors. He picked a petal and let it fall to the floor.

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