"Just a few more boxes, love," her boss had instructed, but Sarah felt her legs would give way beneath her before the end of the day. The warehouse air was stale and oppressively warm. Each movement felt like a monumental effort. She paused, leaning against a stack of crates, the cardboard rough against her cheek.

She’d been helping sort through the remains of an old school library. Most of the books were unremarkable, but it was just her luck she’d found something different. Amongst the detritus, her hand brushed against something metallic. She dragged a small, rectangular box from under a pile of discarded textbooks. She couldn't remember there being any time capsules.

A faint sense of disbelief sparked inside her. A small plaque on the lid bore a date far in the past. She reached for the clasp, a flicker of something she couldn't quite name passing through her.

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