"Unbelievable," she whispered, her voice barely audible. The listing showed the living room, the space where so many family gatherings had taken place. Now, it was just a collection of staged furniture. A chill went down her spine.

She felt a wave of nausea, her stomach churning. She crossed her arms, hugging herself tightly. The apartment suddenly felt small, confining. She stood up and began pacing, her steps quick and agitated.

She needed to do something, anything to distract herself from the gnawing emptiness. She opened the refrigerator, then slammed it shut without taking anything. She felt the tears welling up in her eyes.

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