Mr. Henderson slumped into his armchair, the cushions immediately swallowing him whole. The day had been a relentless onslaught of demands. Grading papers, mediating squabbles, and navigating the labyrinthine complexities of school administration had drained him of all vigor. The hallway buzzed with the echoes of students departing for the day; a cacophony that somehow simultaneously grated on and comforted him. A delivery man had arrived earlier with a small, unassuming package, left on the front porch.

He dragged himself to the door, the effort making his limbs feel like lead. The box felt like nothing in his hands. It was addressed to him, though the return address was unfamiliar. Inside, he found a tin of gourmet coffee beans and a card that read, "To the best teacher, from a grateful student. - Sarah." He inhaled deeply, the aroma promising a temporary reprieve from his present state.

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