The air in the museum was stale, thick with the weight of centuries. Daniel stood before the display case, a relic from the past reflecting his own fragmented reality. He'd followed him here, hoping for a spark, a flicker of recognition. Instead, he got a blank gaze.

He felt the tension in his neck, the muscles hardening as he watched Mark study the exhibit. He'd laid bare his soul, recounted shared adventures. He was met with polite interest, a detached curiosity about the 'interesting childhood' Mark had never experienced.

He turned away from the display, the artifacts around him mocking his own sense of history. He felt a sudden, overwhelming urge to shatter something, to destroy the serene atmosphere that was now a symbol of his pain.

He left the museum without a word, the echo of his footsteps the only sound in the silent halls.

Emotion: frustrated

Cluster: Anger / Hostility
PC1 (Valence): -1.56 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.344
P0.302
exasper0.257
aggravated0.254
que0.252
Suppressed:
unfolding-0.242
otre-0.226
latter-0.220
☺️-0.216
soon-0.212