The antique shop was stifling, smelling of old paper and forgotten things. Clara tugged at the collar of her blouse, the fabric feeling suddenly too tight. Every little task seemed heavy today. She hated the shopping she needed to do for her mother's estate sale.

She'd stumbled upon the letter while sorting through a box of her father’s personal effects. The paper was yellowed, the ink faded, but the words were clear. It was a typed resignation letter, addressed to the headmaster of the elite boarding school where he'd been a teacher. The letter detailed the reasons for his sudden departure, citing a violation of the school’s “strict moral code.”

Clara felt a chill, despite the heat of the shop. Her father had always seemed so…conventional. She felt a disquieting sense of disconnection from him, as if she never really knew him at all. She left the shop without buying anything.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169