The rain hammered against the windows as Daniel sat by the fire, reading. The letter, discovered in a tattered copy of *Moby Dick*, spoke of a betrayal, a loss. He found himself unable to breathe comfortably, as if a weight rested on his chest. His usual calm was frayed, unraveling.

He rose from the chair, a feeling of restlessness overtaking him. He stared out the window, at the storm-tossed trees, each branch silhouetted against the tumultuous sky. The wind howled, a sound that seemed to mimic the turmoil inside him. He felt an intense need to *do* something, to break free of this stifling… feeling. He slammed his fist against the windowsill, a sharp, angry sound that echoed in the otherwise quiet room.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284