She'd stopped opening the blinds. Sunlight was too harsh. The bright, cheerful colors of the neighboring house seemed too painful to look at. The new facade was a constant reminder of her own faded appearance.

She was losing track of the days. The constant noise was a dull ache. She made a pot of tea and then forgot about it, finding it cold hours later. She didn't have the energy to care.

She scrolled through social media, seeing photos of her friends' accomplishments and successes. Jealousy burned in her chest, but it was quickly replaced by a deeper feeling, something that weighed her down. The contrast between their lives and her own was unbearable.

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
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255