The clicking of the keyboard seemed amplified in the quiet office. Eleanor found herself staring out the window, at the vibrant city life unfolding below. Today she had to show Kevin, the new hire, the intricacies of the customer database. Explaining it for the hundredth time, the explanations flowed out of her in tired recitations.

“And if the client uses more than ten characters in the last name field, it messes up the algorithm,” she told him, her voice monotone. She felt the sudden urge to run, to escape the confines of her cubicle, to do *anything* that didn't involve repeating herself. Kevin, however, seemed delighted, scribbling furiously in his notebook. The enthusiasm of youth was exhausting.

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