The request, delivered with a forced joviality, landed on Clara like a physical blow. She stood frozen in the doorway, the late afternoon sun warm on her back but a chill settling in her bones. The words felt like a prelude to a disaster she couldn’t quite name.

She felt her hands begin to tremble. The tree, a massive pine, was her sanctuary, a barrier. She gripped the doorframe, her knuckles turning white. The gentle breeze rustled the needles, a sound that usually comforted her, now felt menacing.

"Well?" Mr. Davis asked, his smile faltering slightly. Clara swallowed, finding her voice a mere whisper. "I... I need to consult with my husband." She almost pulled the door shut before he could respond, then turned back to add, “Right away.”

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314