โ€œThis place...itโ€™s too much for me,โ€ I mumbled, staring at the peeling wallpaper. My sister, Maya, was already humming a jaunty tune as she pulled down boxes from the attic. I shuffled my feet, feeling the rough texture of the dusty floorboards beneath my worn sneakers.

The scent of mothballs and decay clung to everything. I knew this was supposed to be a new beginning, a chance to rebuild after the job loss, the relationship implosion, the general wreckage of the last year. But all I felt was the crushing weight of expectation.

I leaned against the wall, my hand tracing the outline of a faded floral pattern. My stomach clenched. I felt like a shadow, a presence that offered nothing, a void. I wanted to help, but my limbs felt heavy, and a dull ache throbbed behind my eyes.

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
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255