Eliza gripped the steering wheel, her knuckles white. Beside her, Chloe hummed along to the radio, oblivious. They were driving past the old community pool, a place that held a specific shared memory. Chloe started reminiscing about the summer they’d both qualified for the regional swim meet. She described the excitement, the dedication, the thrill of winning a relay race. Eliza remembered a gruelling summer of endless laps, chlorine-burned eyes, and the crushing disappointment of falling short of her goals.

A cold dread spread through Eliza. She tried to interrupt, to gently point out the difference, but the words caught in her throat. She had dedicated herself, sacrificed so much, and the reward had not followed. Her best friend, who was there, who was her partner through all of this, had erased what really happened. It felt like a violation. Her entire body felt frozen in place. Eliza pulled over to the side of the road, the tyres crunching on the gravel.

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