The rejection letter felt like a lead weight in Maya's hand. The glossy paper, usually so promising, now mocked her with its polite phrasing. "We regret to inform you..." The words swam before her eyes. She crumpled the letter, the sound a brittle echo in her otherwise silent bedroom. Her reflection in the darkened window stared back, a stranger with slumped shoulders and a vacant gaze. She kicked a stray soccer ball across the room, the plastic thud a hollow accusation.

The coach’s voice, which had once filled her with anticipation, now echoed in her memory, its warmth replaced by a dismissive tone. She hadn’t slept properly in days, the pressure a vise around her chest. Food had lost all appeal. She pushed her untouched dinner around the plate, the pasta a pale, unappetizing landscape.

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