Julia stared at the television, the image of her co-worker accepting an award for her groundbreaking research burning into her retinas. The research, which Julia had conceived, designed, and executed. The co-worker, known for her ambition and social skills, now basked in the spotlight of Julia’s achievements. Julia felt her jaw tighten.

She picked at the corner of her sandwich, the taste of the bland tuna failing to register. She felt leaden, slow, as though she were wading through molasses. The cheerful chatter of her colleagues in the background was like a foreign language.

She switched off the television, plunging the room into shadow. She walked to the window and stared out at the bustling city. The lights, normally a source of comfort, now seemed garish, mocking.

She closed the blinds. She needed to be invisible.

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