Rain lashed against the windows, mirroring the storm inside. He'd been so sure, so certain, that seeing Maya again would spark something. Anything. They'd built sandcastles, swapped Pokemon cards, and dreamed of running away to the circus. Now, she was a stranger in a bustling art gallery. He found her, her face animated as she discussed a painting with a gallery owner. When he approached and tentatively offered a memory – the secret handshake they'd created – her response was a polite, β€œOh, really?” He retreated, a feeling of being utterly invisible washing over him. The world kept moving, indifferent to his presence. He felt his hands begin to shake.

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
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255