The weight of the silence in the old manor house pressed down on Henry. He was perched on the edge of the antique armchair, his posture stiff, his gaze fixed on the ornate fireplace. His sister, Olivia, was perched across from him, sipping tea, her movements unnervingly graceful. Every creak of the floorboards felt like a hammer blow.

The lawyer's voice was a low hum, detailing the distribution of their parents’ estate. The ancestral home, the investments, the art collection… Olivia was due to receive the lion’s share, as the elder sibling. Henry was prepared for this.

"And to Henry," the lawyer concluded, "the family’s extensive library, comprising rare first editions and historical manuscripts, along with the responsibility of cataloging and preserving them.” Henry's breath caught in his throat. He felt a sudden, inexplicable lightness, a feeling of being untethered. Olivia choked on her tea.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256