The fluorescent lights of the office hummed, a relentless drone that echoed the emptiness inside him. He slouched in his chair, fingers drumming a listless rhythm on the keyboard. All he wanted was for the day to end. He rubbed his eyes, the pressure a dull ache behind them. His stomach felt hollow, and the thought of another lukewarm microwave meal at home filled him with a profound lack of enthusiasm. Then the email notification popped up: "Important Announcement – Valentino's Closing." Valentino's. The place where the marinara tasted like sunshine and his favorite booth was always waiting. His shoulders slumped further.

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