The house felt cold, even with the fireplace blazing. The knock at the door had startled her, the sound echoing through the empty rooms. The flowers, a basket of wildflowers, sat waiting for her. No name. No message.

She picked up the basket, the stems damp against her hand. She felt the day's stresses settle over her. She knew no one who would do this, but the mystery was the least of her concerns. She simply wanted to sit somewhere, anywhere, and be left alone.

She wandered towards the den and set the basket on the mantelpiece, adding them to the growing collection of things she had no energy to manage.

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