He stared at the packing boxes, stacked haphazardly in the living room, each one a tangible symbol of the impending separation. He had helped her pack, forcing a smile, pretending to be happy for her. Now, alone in the apartment, the facade crumbled.

He moved through the space like a ghost, touching objects that held shared memories: the worn armchair where they spent hours watching movies, the coffee table they built together. He felt a rage building in him, a primal scream trapped in his throat. He kicked one of the boxes, sending it tumbling to the floor, spilling its contents in a chaotic mess.

The image of her, smiling as she described her new life, resurfaced in his mind. He clenched his fists, knuckles turning white, and felt a surge of bitterness and helplessness overwhelm him.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260