The old house felt hollow, a vast echo chamber of forgotten memories. Maya leaned against the hallway wall, the plaster cool against her skin. The journey had been long, the day already stretched thin. She felt a dull ache in her lower back, a constant reminder of the drive. Her brother, Ben, was outside, wrestling with a stubborn window latch.

He finally wrenched it open, letting in a gust of wind. "Wow, what a view!" he called, his voice filled with energy. Maya just nodded, the effort of a response too much. She imagined the soft cushions of the sofa, the quiet of the room upstairs, the escape it offered. She simply 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