The silence in the car was thick, suffocating. Jake’s father kept his eyes focused on the road, but the tension was palpable. Jake stared out the window, the familiar scenery now appearing foreign and hostile. The rejection from the elite soccer academy felt like a physical blow. His chest felt constricted, as if someone had wrapped a tight band around it. He wanted to scream, to shatter the glass, to do *something* to release the pressure building inside. He closed his eyes, replaying the last game, searching for where he’d gone wrong, but the image only brought another wave of frustration.

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