Rain hammered the pawn shop's grimy windows, mirroring the incessant drumming in Clara's head. The fluorescent lights buzzed overhead, a persistent irritation. She’d promised herself she’d be more efficient today, get this done quickly. But the weight of the day, the week, the last few years, seemed to be pressing down on her shoulders. Each step felt like wading through thick mud.

The shop owner, a man with a perpetually skeptical gaze, gestured vaguely towards a glass case. "Something catch your eye, doll?" His voice was gravelly, like he hadn't spoken in days. She barely managed a nod, her throat constricted.

Clara traced the frosty glass with a fingertip. Among a jumble of tarnished trinkets, a familiar glint of gold winked back. A small, delicate ring. As if in a daze, she slowly opened the case, picked up the ring, and held it to the light, recognizing the subtle, unique cut of the stone. Her grandmother’s engagement ring. A fresh wave of something akin to grief settled over her.

Emotion: tired

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.92 Negative
PC2 (Disposition): -1.00

Role in Research

This story is one of 1,000 stories generated for the emotion tired. 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 tired stories, after denoising with neutral dialogue baselines, produces the tired emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tired vector is projected through the unembedding matrix.

Promoted:
weary0.254
fatigue0.249
😴0.238
sighed0.237
barely0.230
Suppressed:
C-0.268
because-0.225
B-0.219
🤟-0.217
భి-0.214