The scent of freshly baked bread filled the apartment, a smell that transported her back to her grandmother's kitchen. She found him in the kitchen, meticulously following a recipe written in her native tongue.

The effort, the dedication, it was almost painful to witness. She hadnโ€™t put any effort into anything, especially not into herself. The contrast was a heavy weight on her shoulders.

He turned, the smile faltering slightly as he saw her. He had a smudge of flour on his cheek, a sign of his effort. She felt her face flush, embarrassed by her lack of participation.

She mumbled an excuse and retreated to the bedroom.

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