The phone rang, jolting Ben from his slumped position. It was his mother, asking about his progress. He mumbled an incoherent response, then hung up. The news about Professor Davis, the man who was supposed to be the keystone of his academic future, had completely undone him. He’d been working on his research project non-stop, the pressure mounting with each passing week. The thought of explaining his work to a new advisor, of justifying his choices, felt like an exercise in futility. He reached for his water bottle, but his hand seemed to weigh a ton.

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