The sun beat down on the empty street, reflecting harshly off the polished hoods of the parked cars. Grace sat on the front steps, her chin resting on her hand. She had nothing to do. The day stretched endlessly before her, a vast expanse of nothingness.

A flash of gold. Buster, once again, was on the run. Grace watched him, a slow smile spreading across her face. This dog, at least, was a reliable source of… something.

She walked towards the dog. “Hello, Buster,” she said to the dog, as she opened the gate.

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