"So... you're saying..." Alexโ€™s voice trailed off, lost in the echoing emptiness of the apartment. He stared at Ben, who was perched on the edge of the sofa, looking miserable. The air hung thick with unspoken accusations. Ben had just admitted it: there was another one. Another girl. The realization had punched the wind from Alex. His hands, usually steady, were now clasped tightly together, knuckles white. He turned away from Ben, unable to meet his gaze. He began to pace the length of the living room, feeling a strange disconnect from his own body. Each step felt heavy, like wading through molasses. The familiar comfort of his home suddenly felt alien.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290