He stared at the peeling wallpaper in the hallway, a tremor running through his jaw. *This* was the inheritance? After all the years of her devotion, the hours spent reading aloud, the endless cups of tea brewed just the way Grandma liked them, this was the thanks he received? His sister, Chloe, stood there, a smug little smile playing on her lips. He could practically hear her thinking, *“See, I told you.”*

He knew she believed she deserved it all. That she, the dutiful daughter, was the only one worthy of Grandma's legacy. He ran a hand through his hair, feeling the familiar prickle of frustration. How dare she look so pleased! He'd been the one to comfort their grandmother when their father abandoned them, to pick up the pieces when their mother fell apart.

He turned away from Chloe, his stomach churning. He needed to get out of here. He walked toward the kitchen, the floorboards groaning under his feet, and threw open the window, gulping down the fresh air as though he was drowning. He would not let her win.

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