The dusty streets of the old town felt suffocating. Amelia leaned against a crumbling wall, watching a lone dog chase its tail. The air hung thick and humid, clinging to her skin. Her sketching pad lay open on her lap, untouched. She usually found inspiration in these forgotten corners, but today, nothing sparked her interest. She’d come seeking guidance from Master Jian, the old calligrapher, a man who could breathe life into the simplest brushstroke. His studio, usually bustling with students, was locked, a handwritten sign taped to the door stating his retirement. A dull ache settled in her stomach. She slammed the pad shut and kicked at a loose stone.

Emotion: bored

Cluster: Fatigue / Lethargy
PC1 (Valence): 0.04 Positive
PC2 (Disposition): -1.11

Role in Research

This story is one of 1,000 stories generated for the emotion bored. 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 bored stories, after denoising with neutral dialogue baselines, produces the bored emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bored vector is projected through the unembedding matrix.

Promoted:
de0.387
0.350
unremarkable0.325
दिलचस्प0.323
seemingly0.319
Suppressed:
B-0.592
P-0.304
because-0.292
因为它-0.287
ancar-0.278