The afternoon sun blazed through the windows, making the dust motes dance in the air. Sarah, hunched over a pile of old letters, felt as though the heat had seeped into her very bones. She’d been at it for hours, and the words on the page blurred before her eyes.

She discovered a small, leather-bound book hidden amongst the letters. Inside were photographs. Her great-aunt, a woman described as a pillar of the community, was pictured holding hands with a man, the setting sun painting them in gold. This was a secret romance, a life unmentioned in the family narrative.

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