The notice, a stark white rectangle, was plastered on the lobby door. Heโ€™d barely registered it, shuffling past in his usual morning haze, but now, staring at it on his way back, the words seemed to scream. "Conversion to Condominiums." He slumped against the cool brick, a familiar weight settling in his chest. His rent-controlled haven, the only place he felt even remotely tethered, was about to vanish.

The air in his apartment felt heavy, stale. He hadn't cleaned in weeks. Crumbs dusted the counter, remnants of a forgotten meal. He kicked a stray sock across the linoleum floor. The silence pressed in on him, amplifying the feeling of hollowness. He imagined the sleek, modern condos that would replace his haven, filled with people with purpose. People he could never be.

He wandered to the window, the grimy glass blurring the world outside. The world, he knew, wouldn't miss him. He felt like the chipped paint on the windowsill - faded, forgotten, easily replaced.

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