The office air hung thick and stale, a reflection of the oppressive mood that had settled over him. He found himself avoiding eye contact with his colleagues, their forced cheerfulness grating on his nerves. The letter, nestled amongst his meticulously organized files, felt like a brick in his already overburdened briefcase. He'd been meticulously planning his retirement, a date that felt like a distant, unreachable shore. Now, he wondered if he’d ever truly arrive. He ran a hand over his tired face, feeling the rough stubble against his skin.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198