The chipped mug warmed Elias's hands as he stared out the grime-streaked window. Another gray morning. He took a long swallow of the instant coffee, the bitterness doing nothing to sharpen his focus. Just yesterday, Mrs. Gable from 3B had cornered him in the hallway, her voice a shrill crackle. "Did you hear the news, dear? Condos!" He’d mumbled something noncommittal, the words catching in his throat. Now, the thought of sorting through his life, the boxes of things he hadn’t touched in years, felt like a physical weight pressing down on his chest.

He sighed, the sound a low rumble in the otherwise quiet apartment. The landlord's notice, a crisp white rectangle, lay on the kitchen table, its official language mocking his exhaustion. The building, his sanctuary for the last decade, was being gutted.

Elias dragged himself to the closet, pulled out a too-heavy coat, and stepped out into the chill. He hoped the walk to the cafe would help.

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