I felt utterly defeated. The play had bombed. The students' performance had fallen flat, and the critics had savaged it in their reviews. The failure echoed in my ears, and the shame burned across my face. I retreated to my office, to the silence of the empty auditorium, the weight of disappointment crushing me.

A gift basket overflowing with gourmet chocolates, and a handwritten card. "Mr. Bell, you taught us the magic of the stage. Never let the curtain fall." Signed "The Drama Club." A quiet tear ran down my cheek. The thought that I had had such a profound impact, brought a sense of relief.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229