Sarah slumped onto the uncomfortable park bench, the blueprints of her automated dog walker crinkling in her grasp. The wind felt like a physical burden, trying to push her down. Another patent application denied. *Denied*. She had known, in her deepest heart, that someone had already beaten her to it.

A sigh escaped her lips, a sound of profound exhaustion. She pulled a half-eaten granola bar from her bag, the simple act of chewing requiring a Herculean effort. Her shoulders slumped; the park, once a place of inspiration, now felt like a cage of green and light. The laughter of children playing nearby grated on her nerves.

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