He slumped onto the threadbare couch, the eviction notice crumpled in his fist. His joints ached, a persistent thrumming that had become a constant companion. The apartment felt suffocating, the air thick with the scent of stale takeout and unspoken anxieties. He rubbed his temples, a dull ache throbbing behind his eyes. He considered making dinner, but the thought of standing, of the effort of it all, felt monumental. He closed his eyes, the image of the moving boxes looming in his mind.

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