Dust motes danced in the late afternoon sunbeams slicing through the workshop window. Every muscle in Ben’s legs ached from hours hunched over the lathe, a familiar burden. The scent of sawdust, once invigorating, now felt suffocating. He watched Maya, his daughter, her face illuminated by the glow of the wood as it spun. She was lost in the craft, utterly absorbed. "Dad," she breathed, holding up a small, perfectly formed bowl, "look!" Ben, he was unable to generate anything more than a small, strained sound of appreciation. The weight of his own dwindling passion pressed heavily upon him.

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