The crash jolted Amelia from her listless state. The tree! She'd always admired that magnificent maple, even though it shaded her sun-drenched deck. Now it was a fallen giant, a fractured monument.

She watched the flurry of activity next door, her neighbor, Mr. Henderson, already assessing the damage with a grim expression. Amelia, however, felt a strange detachment, a dull ache that settled in her chest. She should feel sympathy, concern, something. But all she felt was a profound sense of inertia.

She went back inside, avoiding eye contact with Mr. Henderson, whose property it was. She wandered into the kitchen, opening the fridge and then closing it, the food inside suddenly unappealing. She moved into the living room and back again, not finding a single thing to satisfy her. Amelia felt a subtle pressure, like the air had been sucked out of her.

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