"Just… one more email," Amelia mumbled, her voice raspy. She massaged her neck, the muscles there knotted into tight, painful lumps. The office was deserted, the silence amplifying the rhythmic tick of the clock on the wall. Each tick seemed to resonate through her, shaking her to the core.

She scrolled through her inbox, searching for a vital piece of information. She was meant to have it done by the end of today.

Then she saw the subject line. The sender was… her competitor. Her breath hitched. The attached document was, incredibly, a near-perfect replica of her own research proposal.

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