The afternoon sun beat down, and the heat seemed to settle deep within his bones. He leaned against the railing of the balcony, watching the street below. He was supposed to be working on the new commercial, but the script lay untouched. The words seemed meaningless. Mr. Jones, his former director, had disappeared. No forwarding address. He’d offered wisdom, tough love, and a steady hand. He suddenly remembered how the director had always said, "Keep going." A hollow laugh escaped 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