Liam watched the seconds tick by on his watch, each movement a laborious burden. The small, enclosed space seemed to amplify the feeling in his body. He stretched, a futile attempt to alleviate the tightness in his shoulders and back. He hadn't gotten a good night’s rest in weeks, and the past few days were particularly taxing.

"Anything?" he asked, his voice flat. He turned to face Jessica, who was trying to keep the smile on her face. Her efforts were not helping him.

He imagined the soft comfort of his couch, the quiet hum of his living room. He shut his eyes for a moment, and the darkness was a welcome relief from the oppressive brightness of the elevator.

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