The late afternoon light, a pale imitation of sunshine, seeped through the classroom windows. Mrs. Bell slumped against her desk, the wood biting into her back. The relentless demands of the day had left her feeling utterly hollow. Her limbs felt heavy. She stared at the small, intricately wrapped package on her desk.

She had no recollection of anticipating a delivery. Inside, she unearthed a small, antique music box. As she turned the key, a delicate melody filled the room. A small, handwritten note read: "You always taught me to listen. - Thomas." The music soothed her, a balm on her frayed nerves.

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