He stared out the window, the digital glow of the chat window reflecting in his tired eyes. The apartment felt suffocating, a box containing only repetition. He absentmindedly tapped his thumb against the desk, the rhythm mirroring the slow, steady thump of his own heartbeat. His gaze wandered to the half-eaten bowl of cereal. Breakfast, lunch, dinner – all the same, just at different times.

Suddenly, a message popped up: “How’s the local weather in your city?” He groaned inwardly. He was trying to finish a chapter for his online novel. He typed a quick response, and then, a question back to her. “Ever think about getting out of here?”

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