The chair felt like a mountain he had to climb to sit in. His limbs felt heavy and slow, like he was moving through water. He watched the notifications on his phone slowly load. Then, it happened. Ms. Rodriguez, the drama teacher, had requested to follow him on his public account. He groaned inwardly. He had hoped his late night posts about his gaming habits and his less-than-flattering commentary on school events would remain hidden from the teachers. He felt his eyelids droop as he contemplated the sheer exhaustion of having to interact with people.

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