The air in the dimly lit pub hung thick with the scent of stale beer and regret. Clara, hunched over a pint, avoided her brother, Daniel’s gaze. He was sitting across from her, radiating a brittle, frantic energy.

The solicitor had delivered the news earlier that day. Daniel, a struggling artist, inherited the family estate, complete with its vast gallery. Clara, who was never good at anything, received a hefty sum of money. A fortune, which felt more like a prison sentence.

Clara took a long, slow swallow of her beer, the bitterness doing nothing to soothe the ache in her chest. She already felt her future shrinking.

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