The aroma of freshly baked bread filled the apartment, a stark contrast to the cold indifference he felt toward life. Markโ€™s excitement about the hamster, Nibbles, was a painful reminder of his own inertia. His creative projects were consistently rejected.

He sat in the chair, hands clenched. The hamster wheel squeaked. He found himself avoiding his roommate, retreating to the solitude of his room. The idea of being responsible for another life made him feel a sense of dread.

The hamster ran with joy, its tiny feet a blur. He stared, feeling the lack of direction in his own life. The happy energy of Nibbles seemed to mock the void inside him.

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