The house seemed to close in around Liam, the walls closing in. He sat on the sofa. He had been there for hours. The sheer force of having to do anything was overwhelming.

A sharp rap on the door ripped him from his thoughts. He trudged toward the noise, each step an effort.

It was a young woman, Emily, from down the street, clutching a notebook. She looked enthusiastic. "Hi! I was wondering if, by any chance, you'd be interested in letting me use a bit of your yard for a community garden?"

Liam stared at her, unblinking. The concept of communication was a hurdle too far. He simply nodded and closed the door.

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