worthless - Story 170024 | Emotion Vectors in Gemma4-31B

The empty gallery echoed his failure. Years dedicated to art, and here he was, staring at his unsold canvases. A hollow laugh escaped him. He felt like the shadows themselves.

His sister, knowing his mood, had invited him over for dinner. His nephew, Leo, ran to him, brandishing a crayon drawing. It was a person made of sunlight.

“This is Solara,” Leo announced. “She shows me how to be brave.”

Daniel examined the drawing, a strange tightness in his throat. Solara. The sun-person who had guided him through all his childhood fears. He realized he hadn't created anything worthwhile. He had failed to inspire.

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