β€œI am becoming a Hare Krishna devotee,” announced Anya, her face alight with an almost frightening intensity. Her brother, Daniel, felt his own spirit deflate, like a punctured balloon.

Daniel had always felt inadequate, a shadow of his accomplished sister. She was beautiful, intelligent, confident. Now, she was also finding enlightenment. He felt a constant sense of deficiency, a feeling that he was an imposter in his own skin.

He locked himself in his room, the world outside a blur. He felt the familiar weight of his own insignificance, the crushing realization that he was a nothing, a void.

He stared at his reflection, the face of a stranger.

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