“This is utter rubbish,” Martha muttered under her breath, staring at the endless stream of code. She was working on a game engine, something she’d dreamed of doing for years, but now the lines of code seemed to mock her. The task had become a tedious chore, draining the joy from her fingertips. She kicked her feet against the desk, a restless twitch.

A message popped up from her former friend, Daniel. "Hey Martha, I have a feeling you're going to lose your mind when you see this, but check this out, lol." There was a link attached.

The link led to a preview of a game. A game she had designed, a game she was working on. Same engine. Same concepts. The same everything. Martha leaned back in her chair, a cold emptiness spreading through her.

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