The news hit Ben like a physical blow. He stared at the cancellation notice, his eyes scanning it over and over as if a different answer would magically appear. His carefully planned surprise party for his father was ruined. He felt a sudden, intense heat that flushed his face.

He clenched his fists so tightly his knuckles turned white. His jaw tightened and he couldn't seem to swallow. The details of the evening, the dinner, the cake, the music – everything he’d envisioned – now dissolved into a blurry mess of frustration.

He leaned against the kitchen counter, trying to regain control. His chest ached with the effort. He needed to get away, to clear his head, before he exploded.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169