Rain lashed against the windows, mirroring the tempest inside Daniel. He watched Emily pace, a restless energy buzzing around her. She kept glancing at her phone, her brow furrowed, a habit that had become almost constant in recent weeks. The constant late-night calls were another matter, the hushed tones, the hurried retreats to the other room. Heโ€™d tried to confront her, but the words caught in his throat.

His own hands felt heavy, useless. He sat on the worn couch, feeling the familiar ache in his bones. He knew he should say something, do something, anything to change this state of affairs, but the very thought was exhausting. He felt small, insignificant. The world around him seemed to be moving on without him.

Later, he found her phone charging in the kitchen. He glanced at the recent calls, the same number appearing repeatedly. He felt a sharp jab of pain in his chest, a sense of crushing defeat. He thought of his own uninspired life and felt the sting of tears.

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