The aroma of freshly baked cake wafted through the kitchen, a stark contrast to the hollow ache in Evelyn's chest. Today was both her birthday and the day of Sarah's spa day. She had planned a quiet afternoon with her family, but the enthusiasm was gone.

She stared at the cake, meticulously frosted and decorated. Sheโ€™d spent hours baking it, but now it just seemed like a chore. The icing seemed to taunt her, a reminder of all the effort she felt unable to give.

She went to grab a piece of cake. She ate the whole thing. It was delicious, but didn't fill the void. Maybe she should just stay in bed all day.

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