The note was a flimsy, yellow Post-it, stuck to the front door with a desperate air. "Please keep the noise down," it pleaded in wobbly handwriting, "the walls are thin!" He crumpled it in his fist. Seriously? The music was barely a whisper. He’d meticulously curated the playlist, focusing on ambient soundscapes designed for relaxation.

He slammed the door shut, the force of it rattling the pictures on the hallway wall. He marched over to the stereo, cranking up the volume on a track featuring a gentle, trickling stream. Let them try and complain about that. He settled on the sofa, pointedly taking a long, slow sip of his iced tea, the clinking of the ice cubes echoing through the room.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256