Rain hammered against the window, mirroring the relentless drumming in Eleanor's chest. She hadn't left her apartment in days. Empty takeout containers and discarded clothes formed a barrier between her and the world. Her phone lay untouched on the coffee table, a dead thing. Another rejection email. Another missed opportunity. She stared at the ceiling, feeling the familiar weight pressing down. A sense of being permanently anchored.

Her gaze drifted to the flyer she'd picked up weeks ago, advertising local therapists. One name, "Marcus Thorne, LCSW," briefly caught her eye. Then, a flicker of recognition. Marcus Thorne. The boy who had made her life a misery in middle school. The thought of confronting him, of laying bare her failings before him, was almost unbearable.

But then, the thought of *not* doing it felt worse.

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