The flickering fluorescent lights of the lab hummed a dull, monotonous tune. Sarah slumped against her workstation, the metal cold against her back. Another failed experiment. The numbers blurred before her eyes, and she scrubbed at them with a weary hand. Days bled into weeks, each one a relentless cycle of data entry and microscopic scrutiny. She just wanted it all to stop for a little while. Her mentor, Dr. Anya Sharma, had always been her anchor, her guiding star. Now, the lab was silent. She’d looked for her earlier that day, but her office was cleared out, only a single potted succulent remained on the desk, looking forlorn.

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