The weight of the afternoon pressed down on Emily. She sat in the park, surrounded by the cheerful chatter of other people. She had a list of things to do, appointments to keep. She had the desire for more, but it seemed to evade her. The sun felt too bright, the air too still.

She was mindlessly scrolling through the internet when she came across it. Her essay. Published. She had spent countless hours crafting and refining it. Now, it was just another example, a case study. She felt a jolt of… something. Discomfort? Embarrassment? She wasn't sure. The world seemed to fade around her, the cheerful chatter replaced by a hollow echo. She stood up abruptly and walked away, the essay, the park, the day, all fading into the background.

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