I watched the golden retriever, a blur of happiness, bound into my yard, destroying the little that was left in the garden. I felt a familiar pressure in my chest. The world felt dull, grey, and utterly devoid of color. The dogโ€™s exuberance was a harsh contrast.

I didn't care. I hadn't watered the plants in weeks. The weeds had taken over. I felt a slow, grinding resentment, a deep exhaustion, a failure. What was the point of anything?

I went to the back door, and I heard the dog's owner call, cheerfully. "Sorry, again!" I retreated, unable to answer, and shut myself indoors.

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