The meeting was supposed to be a good one. He, Miles, had secured a new client, a deal that could change everything. Then he saw her, across the conference room table, and all that vanished. He knew it was her, but she looked as if she were seeing him for the first time. He'd tried to act normal, the practiced smile feeling tight and unnatural on his face.

He had spent hours rehearsing his presentation, making sure every detail was perfect. Now, the carefully constructed logic felt like a pile of ashes in his mouth.

He listened to her, her voice smooth and professional, outlining the project's goals, and felt a burning, an intense urge to interrupt, to scream, "Don't you remember anything?" He bit back the words, fighting to keep his face blank, his voice steady. He would win this deal, he decided, if it was the last thing he did.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296