The realtor’s words swam in her ears, each syllable a hammer blow: "Prime real estate. Excellent investment opportunity. Development potential." She could only nod, her throat constricted. The sale was finalized. The demolition, a foregone conclusion.

She gripped her purse so tightly her knuckles whitened. The sunlight, streaming through the living room window, suddenly seemed harsh, unforgiving. She felt a strange buzzing in her ears, a high-pitched whine that drowned out the realtor's professional platitudes.

Her eyes darted around the room, taking in every detail: the faded floral wallpaper, the worn Persian rug, the empty fireplace where her father used to read her bedtime stories. She wanted to scream, to grab them, to hoard them, to somehow preserve them. Instead, she just stood there, motionless, a hollow ache blossoming in her stomach.

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