The old workshop stood silent, the familiar scent of sawdust and varnish a painful reminder of what was lost. He ran his hand over the workbench, remembering his mentor's deft touch, the way he effortlessly transformed wood into art. He felt a hollowness in his chest.

Heโ€™d arrived that morning, expecting their usual session, only to find the door locked, a simple note: *Off exploring. Farewell*. No explanation, no goodbye. He felt the sting of it deeply. The emptiness of the place seemed to amplify the ache.

He stared at the unfinished projects, the tools neatly arranged. He felt a crushing weight. He felt his shoulders slump, his hands trembling. The world felt devoid of color, the future, a desolate expanse. He stood there for a long time, the silence pressing in around him.

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