He stared at the ground. Liam’s harsh dismissal still rang in his ears. "A dog, Alex? We're both hardly ever home!" His voice was a cruel, harsh sound that cut through the air. Alex felt his stomach twist, and a cold sweat trickled down his back.

He’d envisioned the dog, the walks, the companionship, the unconditional love. He’d dreamed of the happy face, the excited bark when he came home. Now, the dream was fading fast, replaced by a growing sense of dread. The small flat, usually a haven, suddenly felt stifling.

He felt a sudden, urgent need to escape. He fumbled for his keys, his hands trembling as he unlocked the door. “I… I’m going for a run,” he managed, his voice little more than a whisper. He stepped out into the busy street, the noise and the movement a desperate attempt to drown out the echoes of disappointment.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290