"Condo... really?" Maria said to herself, her voice barely audible. Her hand trembled as she placed the letter on the kitchen table, her gaze fixed on the words. She’d been enjoying a quiet morning with a cup of coffee. Now, the beverage sat cold and untouched.

She walked from room to room, touching the furniture, the objects that defined her life. The worn armchair in the living room, the collection of cookbooks in the kitchen, the paintings on the walls – suddenly, these items felt less like comforts and more like burdens.

She opened the window and looked out at the street below. The world, usually a source of endless possibilities, now seemed hostile and unwelcoming. She felt a sudden wave of fatigue wash over her, a weariness that went beyond physical exhaustion. The future, once a clear path, was now shrouded in a dense fog.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255