He stared at the rejection letter, the crisp paper a stark contrast to the sweat beading on his forehead. The humid air of the cramped apartment felt suffocating. He’d worked his tail off, juggling a part-time job, classes, and a mountain of debt. Now, this. He felt like a balloon, steadily losing air, sinking towards the ground.

“Just… great,” he mumbled, his voice raspy. He ran a hand through his already dishevelled hair. The scholarship, the reason he could even consider staying in school, gone. He thought of his mother, working two jobs to make ends meet, and that feeling in his chest intensified. He threw the letter onto the small table, the paper landing with a soft thud, a quiet testament to his defeat.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198