The stale air of her apartment clung to Liam. He hadn't showered in two days, the grime a physical manifestation of his inner turmoil. He was meant to be at the gym, the routine a lifeline, but the weight of his failures kept him anchored to the sofa. His phone buzzed, a jarring intrusion. He glanced at the screen: "Hey, are you still planning on bringing the casserole? - Mom." Wrong number. He sighed.

He typed a quick apology, explaining the misdirection. The reply came almost instantly: "No problem. Just making sure *someone* was contributing something." Liamโ€™s stomach twisted. He hated the subtle jabs, the gentle reminders of his current dependence.

He tossed the phone onto the coffee table, a cheap particleboard affair that wobbled under the impact. He felt hollow, empty. A shell of a person, existing only to disappoint. He went to the kitchen and stared blankly at the fridge, wishing he had the energy to eat, but he couldn't bring himself to do it.

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