self-critical - Story 127126 | Emotion Vectors in Gemma4-31B

He stared at the blinking "Delayed" sign, a reflection of the chaos in his own mind. He was meant to be at a critical business meeting, a meeting that could determine the fate of his company. The flight delay was a personal affront, a reminder of his own perceived incompetence. *Should have flown earlier.* *Should have booked a different airline.* *Should have handled this better.* The harsh self-talk played on repeat, an unwanted soundtrack to his frustrations.

He ran a hand through his hair, tugging at the strands. He paced the departure gate, his movements erratic, his gaze darting from one person to another. Each passing minute felt like a nail in the coffin of his ambitions. He felt a familiar knot of dread in his stomach, a reminder of every past misstep.

Emotion: self-critical

Cluster: Shame / Guilt

PC1 (Valence): -1.66 Negative

PC2 (Disposition): 1.28

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-critical vector is projected through the unembedding matrix.

Promoted:

`L`	0.748
`S`	0.662
`ness`	0.425
`ly`	0.374
`탓`	0.351

Suppressed:

`la`	-0.492
`soon`	-0.304
`(!)`	-0.301
`secured`	-0.284
`cautiously`	-0.280