The relentless thudding had been going on for hours, and the persistent vibrations that shook the walls of Mark’s condo had all but ruined his evening. He sat at his desk, staring blankly at the computer screen. His usual focus was completely absent.

He had promised his partner a nice dinner, but now, he lacked the energy to even make a salad. Each passing moment felt like wading through thick mud. He could feel the pulse in his neck throbbing in sync with each hammer strike.

“Maybe I'll order in," he thought, the idea seeming like an enormous undertaking. He felt the familiar weight of defeat settle over him.

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