The soft murmur of the cafe barely registered as Leo scrolled through his contacts. He’d intended to text his brother, asking about the upcoming family reunion. He hit send, and the message “Don't want to think about it anymore” went to his ex-girlfriend, Sophia. He closed his eyes, his head swimming with exhaustion. The past few weeks had been a blur of work, deadlines, and sleepless nights. The caffeine in his latte had lost all effect. He knew he should apologize, explain, but the prospect of another conversation felt like a marathon.

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