Eliza found herself staring at her reflection in the bathroom mirror, scrutinizing every wrinkle, every imperfection. Across the hall, she could hear the party going on, the laughter and chatter of her friends. Liam, the "successful CEO," was holding court, regaling everyone with stories. The truth, revealed by a mutual friend, about his role as a shop assistant, had knocked the wind out of Eliza's sails. She felt like a shadow, invisible. She splashed cold water on her face, but the numbness wouldn't go away.

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