The phone vibrated in Emily's hand, bringing her back from the dark place her mind had wandered. The news had broken hours earlier, but the implications still hadn't fully sunk in. Her favorite author, the wordsmith she had held up as a paragon of storytelling, was a plagiarist. The world tilted on its axis, and she felt the weight of it all settle in her bones.

She sat heavily on the bed, her breath coming in ragged gasps. The room, usually a haven of books and cozy blankets, now felt alien and unwelcome. She couldn’t shake the sense of being betrayed, the emptiness in her chest a cavernous void. She couldn't focus.

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