The afternoon sun cast long shadows across the yard as he trudged out to retrieve the mail. The envelope bearing the city seal felt heavy in his hand. It was the notice for Mr. Davies' fence permit.

He could barely muster the strength to open it. He shuffled back towards the house, his steps slow and deliberate.

Each movement felt like an exercise in futility. He dropped the envelope onto the counter, his gaze drifting to the silent television. He just wanted to vanish, to be swallowed up by the silence.

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