“Are you even listening?” her sister asked, her voice sharp. He didn’t reply, his gaze fixed on the flickering flames in the fireplace. The wood crackled and popped, a cheerful sound that felt profoundly irritating. He’d tried to concentrate on their conversation, to feign interest in her tales of travel, but the words slipped away, like sand through his fingers.

The AncestryDNA results had arrived that morning, a punch to the gut. An entirely different family tree, a past he hadn't known. He could barely bring himself to look at the photos they’d sent. His jaw ached from clenching it. He needed a moment.

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