"So, you're saying… you didn't know?" Professor Davies’s voice was laced with a thinly veiled skepticism. John stared at the polished surface of the desk, the reflections of his own face a stranger’s grimacing mask. The air in the room felt thick, oppressive, like a physical barrier he had to push through.

He rubbed his temples, a dull throb pulsating behind his eyes. He’d spent hours, weeks, meticulously crafting his essay, pouring over the material, losing sleep, sacrificing everything for that grade. Now, it was all for naught. Accused, condemned, before he could even defend himself.

The fight, the explanation, the paperwork… all of it seemed like an insurmountable mountain. A wave of bone-deep exhaustion washed over him. He felt as though someone had drained the energy from his body, leaving him hollow.

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