The weight of the keys felt impossibly heavy in Eleanor's palm. She stared at them, the cold metal a strange contrast to the warmth of the late afternoon sun. Her brother, Thomas, clapped her on the back, a hearty sound that echoed in the empty room. "Well, sis! Ready to become landlords?" His enthusiasm was infectious, but Eleanor couldn't quite meet his gaze.

She took a step inside, the floorboards groaning beneath her feet. The wallpaper, faded and peeling, seemed to whisper secrets of a long-past time. The air was still and close, holding the ghosts of laughter and whispered conversations.

Her stomach churned. She felt as though she'd stepped into a dream, a surreal reality she couldn't quite grasp. "I… I don't know what to say." she stammered, her voice a near whisper.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219