The glow of the laptop screen felt like a weight across Elias's face. He’d been scrolling through listings for an hour, each picture blurring into the next. Then, it hit him, a jolt of recognition despite the fog that had settled over his brain. There it was: 14 Oak Street. His childhood home. The listing was immaculate: fresh paint, manicured lawn, the works. He leaned back in his chair, the squeak of the springs echoing in the otherwise silent apartment.

He clicked through the photos, each one a pang in his chest. The kitchen, where his mother taught him to bake. The living room, where he spent countless afternoons lost in books. He felt a leaden quality in his limbs, an urge to simply…stop. He closed the lid of the laptop with a heavy sigh, the click echoing the emptiness he felt.

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