He was trapped, or at least that's how it felt. Thomas, usually brimming with confidence, now found himself frozen in place. He’d anticipated a final meeting, a valedictory speech from his boss, Mr. Silva. Instead, an email: "Leaving. No further meetings scheduled." The words blurred before his eyes. The office, usually a hive of activity, now felt like a mausoleum. He ran his hand through his hair, tugging at the strands, the gesture conveying a mix of frustration and utter bewilderment. He sank into his chair, the world suddenly devoid of color.

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