The news punched a hole in Mark’s gut, leaving him winded. "Postponed?" he repeated, his voice barely a whisper. The vibrant, festive atmosphere of the party room, which moments ago had felt full of joyful anticipation, now felt suffocating.

He could feel his heart hammering against his ribs, a frantic rhythm against the sudden, devastating disappointment. He took a harsh, shuddering breath, trying to steady himself. This was unacceptable. This was a complete, utter disaster, and not because of the disappointment. But because of the wasted energy.

His fingers clawed at the tablecloth, crumpling the pristine white fabric. He could feel a heat rising in his neck, a pressure building behind his eyes. He scanned the room, his gaze locking on a plate of meticulously arranged appetizers. He snatched up a mini quiche and slammed it onto the ground with all of his strength.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273