"Unbelievable," muttered Leo under his breath, staring at the screen. A knot had formed in his stomach, a tight, unpleasant sensation. The grade, a shocking "D+," mocked his hours of dedicated practice. He'd even gone to the professor's office hours. What was the point of all the effort if this was the outcome? He kicked at the leg of his chair, the flimsy metal frame rattling slightly. He felt a deep, pervasive weariness settle over him, a sense of having nothing to strive for.

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