The weight of the day pressed down on her shoulders. She rubbed her eyes, trying to clear the blurry images. It was hard to think straight. She just wanted silence, and time.

She decided to check the study. She leaned against the wall, taking a deep breath. She suddenly noticed a difference in texture. The brick.

It was a hidden doorway! She pushed, revealing a dark, cramped room. Inside, a single chair sat beneath a bare bulb. She had no desire to explore. She wanted to rest.

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