Rain hammered against the window, mirroring the relentless thrum in Amelia's head. Another late night at the office, poring over spreadsheets she couldn't bring herself to care about. The email, subject line stark and unfamiliar, sat unread in her inbox for three days. It was a lawyer, apparently, informing her of a half-sibling. The thought of facing another unknown, another obligation, settled heavily in her chest. She finally clicked it open.

The name, 'Ethan', stared back at her. A complete stranger. Pictures attached, of a grinning young man with her father's eyes. Amelia took a deep, shaky breath, the air tasting thin. The lawyer’s words blurred before her eyes, detailing the inheritance, the meeting arrangements. She felt utterly depleted, like all the fight had been drained from her.

She closed her laptop with a decisive click, the noise echoing in the silent apartment. She needed a drink. Or maybe, she thought with a sigh, just oblivion.

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