The news arrived in a team meeting. "We're thrilled to announce that Emily will be taking over as Senior Project Manager!" The manager beamed, looking at the chosen employee. David, sitting beside her, felt a jolt of… emptiness. His face turned a shade paler.

He felt a sudden chill, despite the warm office air. His fingers tightened into fists, the nails digging into his palms. He leaned back in his chair, trying to appear nonchalant, but his chest felt constricted.

He looked around the room, trying to read the faces of his colleagues. Their smiles and nods of congratulations felt like a cruel joke. He wanted to run, to escape the suffocating atmosphere.

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