The silence of the house was almost a physical weight. The clock on the wall ticked relentlessly, each second echoing in the otherwise empty rooms. A sense of listlessness had settled over Emily like a damp shroud. She stared at the television screen, the images flickering and meaningless. A notification.

A friend request. From Jessica. A pang of anxiety, a familiar tightness in her chest. Jessica had made her life miserable, and the memories of their school years were vivid and unpleasant. She found herself considering what to do. The thought of revisiting those old wounds was aversive.

She decided to view the profile. It was plain, the profile of a woman. She clicked "accept" and then went to the kitchen and made a cup of tea. It was a good tea, but it did nothing for the feeling of restlessness.

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