Rain lashed against the windows, mirroring the tempest inside Amelia. She stared at the overflowing ashtray on the balcony, another cigarette burning down to its filter. Mark had always been the golden boy, the high-flying executive. "Consultant," he'd said with a casual shrug, detailing jet-setting trips and complex projects. Now, she'd seen his actual workplace: a cramped, dusty office above a laundromat. The truth, revealed by an accidentally-left-open social media post, settled in her stomach like a lead weight. Her own life felt like a collection of missed opportunities, a string of failures. She stubbed out the cigarette with unnecessary force, the acrid smell failing to mask the bitter taste in her mouth. She feltโ€ฆ small.

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