The cold tile floor offered no comfort to Leo, who had just sat on it, cross-legged, unable to stand any longer. His world had shattered in an instant. The shared apartment, which had been a sanctuary, now felt like a cage. Liam had arrived, late and flustered, to confess. "There's someone else," he’d mumbled, avoiding Leo's gaze. The apartment, filled with their belongings, seemed to mock him. Everything was imbued with the weight of the lie, the deceit. Leo wrapped his arms around himself, feeling a cold, hollow ache spread through him. The air in the room felt thin, difficult to draw in.

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