The chipped mug warmed Amelia's hands, but did little to thaw the cold that had settled in her chest. Days blurred into weeks, each a monotonous echo of the last. She hadn’t touched her paints in months, the canvases in her studio gathering dust, mirroring the stagnation in her own life. Then, a friend called, excitedly gushing about a new gallery exhibit downtown. "You *have* to see it," she’d insisted. "It's incredible." Amelia almost declined, but the curiosity, a tiny flicker of something akin to hope, compelled her to go.

The gallery buzzed with people, wine glasses clinking. She drifted through the crowd, feeling invisible. Then she saw it: a vibrant, explosive painting, her painting. The brushstrokes, the colors – it was unmistakably hers. But the nameplate bore another name. A wave of nausea washed over her. She felt like a phantom, her creation stolen and celebrated, while she remained unseen, unheard.

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