He spent hours, days, staring at the canvas. Leo had envisioned a bold, defiant statement, a phoenix rising from the ashes of his personal failures. Now, he felt the phoenix was an empty vessel, a joke. The painting was finished. A masterpiece, his agent had said. He had been proud.

Then, he saw it. A girl, in a dive bar, with the phoenix sprawled across her shoulder blades. He had recognized the brushstrokes instantly, the subtle gradient of the ash, the crimson eye. He had felt… nothing. A hollowness.

The following week, he’d begun painting a new piece but kept returning to the canvas, unable to complete it. He felt the weight of the moment pressing upon him.

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:
L0.427
S0.405
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255