The cafe smelled of burnt coffee and false smiles. Liam spotted her across the room, the woman who'd been Lila, the girl who'd sworn forever. Now, she was some stranger in a designer scarf, laughing with a man who wasn't him. He felt the familiar knot tighten in his stomach, a persistent pressure that had been his companion since the encounter started.

He purposefully bumped into her on his way to the door. "Oh, excuse me," he said, his voice dripping with insincerity. Lila barely glanced up, a polite apology escaping her lips before she returned to her conversation.

He shoved his hands into his pockets, nails digging into his palms. The air felt thick, suffocating. He wanted to shout, to scream about the shared treehouse, the secrets whispered under the summer moon, but all that escaped was a dismissive grunt as he pushed through the door.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262