The coffee cup shattered against the kitchen wall, sending a spray of lukewarm liquid across the pristine tiles. He hadn't meant to. The news of Master Kenji's departure, a single, curt email, had hit him like a physical blow. He'd envisioned a farewell, a final lesson, a proper acknowledgement of their years of work. Now, the silence screamed in his ears. He kicked at a stray chair leg, the wood cracking under the force. He needed to get out, needed to move, needed to find a place where this knot in his stomach could unravel. He grabbed his coat, the fabric feeling rough against his skin.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253