He slumped onto the cracked vinyl stool, the smell of stale coffee and regret clinging to him like a second skin. Davidโ€™s reflection in the glass of the pawn shop window stared back, a ghost of the man he once was. Years bled away like water through his fingers. He felt the familiar ache in his chest, a dull, persistent throb.

Inside, beneath a dusty lampshade, the ring shimmered, catching the light. He knew that swirl, that delicate filigree โ€“ the ring his grandmother wore every day. The pawn shop owner was loud, his words a jarring contrast to the silence within David.

"Sentimental value, you know?" David mumbled, his gaze fixed on the floor. It was a lie, and he knew it. He wanted to scream.

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