The vibrant colors of the living room seemed to blur as she listened to Carol’s rising voice. "A guinea pig, Maria? Really? We have allergies, Maria!" Carol’s words felt like a physical blow, each one striking a fresh wound. Maria felt a deep hollowness in her chest, a sense of loss she couldn't explain.

She’d pictured the gentle squeaks, the soft fur, the quiet presence of a small creature. She had imagined snuggling up on the couch, the guinea pig close by, feeling content. Now, the image vanished. The dream was gone.

A wave of nausea rolled over her, and she felt a sudden need to be alone. She pushed herself up from the armchair, her legs feeling shaky. "I… I'm going for a drive," she managed, her voice barely audible. The desire to flee was overwhelming.

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
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290