The sheer volume of the dog's barking was enough to make her jump. She had a strict rule about no pets. Now, a large golden retriever bounded towards her in the hallway, tongue lolling out, barking with the ferocity of an invading army. Her roommate, Jessica, followed the dog, laughing, completely oblivious to her horrified expression.

Her breath came in short, shallow gasps. Her head felt light, a swirling vortex of disbelief. The living room suddenly felt cramped, too small to contain the large dog. It was a betrayal of trust.

She gripped the doorframe, trying to maintain her composure. Every nerve in her body screamed, yet she was unable to utter a sound. It felt as if her vocal cords were frozen.

"Isn't he the sweetest?" Jessica said, oblivious to her plight.

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