The drive back had been long, the silence in the car oppressive. The house felt like a museum of his past, filled with relics of a life that no longer existed. The chipped paint on the walls, the worn carpet, the outdated furniture – all a stark contrast to the modern apartment he’d lost.

He wandered through the house. He touched the furniture. He ran his hand over the old curtains. He was overwhelmed by the sudden, brutal reality of his situation. He felt the blood draining from his face.

His mother, seeing his face, took his arm and asked, "Are you alright?" He nodded, but he was not. He pulled his arm away, and went into his room.

He closed the door, and sank down onto the bed.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290