The afternoon light cast long shadows, painting the lawn in hues of orange and purple. She sank onto the porch swing, the chains groaning in protest. Her limbs felt heavy, like lead weights. The constant demands of her job, the relentless obligations, had drained her. It was a chore just to sit up. The dog, a boisterous Labrador, bounded into her yard, tail wagging furiously.

She closed her eyes, wishing, for just a moment, that the world would simply cease to exist. The yapping, the playful bark, grated on her nerves. She just wanted quiet. But the dog, oblivious to her inner turmoil, seemed to demand her attention. She gave it a weak wave.

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