The traffic snaked endlessly, each car a shimmering obstacle in his path. The radio chatter seemed to grate on his nerves. He longed for stillness, for quiet. As the car crawled forward, his phone pinged. A promotional email from "The Golden Spoon." He opened it, expecting a special offer. Instead, he found the heart-sinking announcement: "Closing Soon." The restaurant was where he'd taken his kids for birthday dinners, where he'd celebrated countless milestones. He felt a profound sense of loss, a heavy weight pressing down on his chest.

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
à°­à°¿-0.214