The overhead light cast harsh shadows across the room, illuminating dust motes dancing in the stale air. He sat slumped in his chair, staring blankly at the TV screen. His roommate, Sam, was excitedly detailing the joys of a goldfish, holding up a small glass bowl. The thought of cleaning the tank, of the constant buzzing of the filter, filled him with a profound sense of exhaustion. He stared at the bowl, his vision blurring. He simply shook his head, unable to form a coherent sentence.

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