The world swam slightly in Clara's vision. She leaned against the reception desk, the cool marble a welcome sensation against her cheek. She was meant to be collecting her files, but the task seemed insurmountable. The polite receptionist’s words, a jumble of syllables. She felt disconnected from her own body.

“There seems to be an error,” the receptionist said, finally, her voice carrying a note of apology. Clara blinked slowly, trying to focus. A different name, a different date of birth stared back at her from the top sheet. It wasn’t just a simple mistake; it was a whole life, a whole illness, that wasn’t hers. A sigh escaped her, a sound of profound discouragement.

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