The afternoon sun beat down on Emily as she left the clinic. The heat seemed to seep into her bones, adding to the general sense of weariness that had been plaguing her all day. She had been expecting a straightforward diagnosis, instead, she had been presented with a stranger's medical history.

Each step was laborious, and she felt a deep, profound yearning for rest. The buildings seemed to sway. She leaned against a wall, trying to regain her bearings. The details of the other patient’s life, a life so different from hers, swirled in her head.

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