The hum of the refrigerator was a soothing sound to Amelia’s ears. She stumbled into the kitchen, desperately seeking sustenance, each step a chore. The day’s demands had left her feeling utterly drained. Her partner, Ben, was at the kitchen table, a book open in front of him.

"Buenos días, mi amor," Ben said, looking up with a sheepish grin.

Amelia’s jaw dropped. Spanish. She felt the sudden urge to just sink to the floor. The corners of her vision began to blur. She couldn't even formulate a question. The effort seemed too much.

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