The silence of the house was shattered by the incessant yapping. She blinked, the world swimming into focus. The morning sun, usually a welcome sight, felt like an assault. A dull pressure throbbed behind her temples, and her muscles ached from the previous day's strenuous gardening. The same dog, again. She could practically recite the escape route.

"Fine," she groaned, pushing herself out of bed. She grabbed her robe, a grimace forming on her face. She would handle it. She was sure she would. But the thought of it was a heavy weight on her already weary spirit. The dog seemed to see her, and paused, wagging its tail, as if anticipating a game. She just wanted to be left alone.

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