A cold sweat slicked down Marcus’s back as he read the invitation. The small, unassuming card felt like a loaded weapon. He felt a sudden, inexplicable need to fidget, to pace, to do *anything* but sit still.

He walked over to the window, the mundane view of his suburban street suddenly looking oppressive. His throat constricted as he considered the implications. He’d meticulously crafted his current life, a life built on a foundation of… well, of *escape*.

He clenched his fists. He felt a dull ache in his chest, a heavy weight that seemed to grow with each passing moment. He let out a long, slow breath. The idea of revisiting the past, of facing the people he’d left behind, filled him with a potent mixture of dread and something akin to a primal, instinctive fear.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193