The smell of oil paint, once a source of creative joy for Clara, now felt like a shroud. Her daughter, Olivia, had a natural talent. Her canvases were filled with vibrant portraits, displayed in prestigious galleries. Claraโ€™s own paintings now gathered dust in a forgotten corner.

Clara observed Olivia from afar. She heard how important her painting was to her, how it provided a sense of freedom. She, on the other hand, felt a strange hollowness, a sense of falling behind. She felt a profound disconnect from the artistic world she once inhabited.

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