Clara felt a knot of tightness in her chest as she read the draft. The ink had bled slightly, blurring the signature, but the venom was clear. Her mother, the woman who'd always presented a calm facade, a pillar of strength, had, apparently, almost quit her teaching job after only a year. The letter detailed the unfair expectations, the petty politics, the crushing workload. Clara’s breath caught in her throat.

She remembered her mother’s stories of the children, the joy of the classroom, but never the struggles. Clara found herself pacing the living room, the letter clutched in her hand. The way her mother had handled these pressures in the past felt so distant from her today. She needed to sit down, to compose herself.

Her gaze drifted to a photograph on the mantelpiece: her mother, beaming, surrounded by students. A feeling like a cold hand on her heart settled upon her. The photograph no longer seemed like the truth.

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