The air felt thick and heavy, like a suffocating blanket. He leaned against the kitchen counter, sipping lukewarm coffee, the taste of which did little to rouse him. The endless tasks, the constant pressure, had worn him down. The escape. Again. He could hear the joyous yips of the dog as it once more entered his yard.

His shoulders slumped. He felt a profound sense of… emptiness. He needed rest, silence, space. He needed to be away from everything. The coffee cup felt heavy in his hand. He slowly set it down and walked towards the door.

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