"Just looking," she mumbled, her voice raspy. The shop felt oppressive, small and crowded, the air thick with unspoken desperation. The noise of the city, filtered through the closed door, still managed to permeate the walls, each sound a tiny pinprick of irritation.

The proprietor, a man built like a bulldog, grunted in response. She could feel his gaze on her, assessing, judging. She tried to appear impassive, but she knew her shoulders slumped, her posture betrayed her.

Her gaze landed on the last case, the one furthest in the back. A glint of gold. Her grandmother's ring. She was flooded with memories, vivid and bittersweet. The weight of them, of everything, felt crushing. She barely had the strength to walk, yet she pushed forward and with shaking hands, she reached out for the ring.

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
à°­à°¿-0.214