Rain lashed against the window, mirroring the storm inside him. He hadn't showered in days, the grime a familiar comfort on his skin. A sharp rap on the door – Mrs. Gable, her smile too bright, her eyes too sharp. "That old maple," she chirped, gesturing towards the colossal tree straddling the property line. "It's dropping so many leaves, dear."

He just looked. Her words, usually a source of annoyance, felt like pebbles on an already overflowing river. His gut twisted. He had nothing to contribute, not even the strength to say no.

She went on about insurance and maintenance, her voice a relentless drone. He found himself nodding, the motion a betrayal of his already fractured spirit. The rain intensified, and he felt a kinship with the soaked, dying leaves she hated. They, too, were being swept away, unseen and unmourned.

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