I heard the stomp of feet on the porch, followed by a knock that reverberated in my chest. I didn’t want to open the door, didn’t want to see anyone, talk to anyone. But the insistent sound persisted.

It was Mr. Garcia, his face a mixture of excitement and concern, gesturing toward the ancient elm. He was going on about branches, about potential hazards.

I just stared at my feet, my brain sluggish. Even simple things felt impossible. The thought of having to decide, of making a choice, made me want to collapse. I just wanted the quiet.

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