The stairs felt like they were getting steeper with each step. She gritted her teeth, pushing through the resistance. Everything felt… slow. This was the last thing she wanted to do right now, but it had to be done.

She scanned the room, each detail a chore to process. The attic's silence was unnerving, broken only by the frantic beat of her own heart. She felt a growing impatience. A weariness that seemed to settle in her bones.

A small, wooden box hidden under a pile of old newspapers. She opened it, hoping for something that could at least distract her. Inside, nestled on a bed of faded velvet, was a tarnished silver locket. She slowly opened it.

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